Yuval Elovici

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Bridging the Air Gap between Isolated Networks and Mobile Phones in a Practical Cyber-Attack

Mordechai Guri, Matan Monitz, Yuval Elovici, 2017, ACM Trans. Intell. Syst. Technol..

Topology manipulations for speeding betweenness centrality computation

Ulrik Brandes, Rami Puzis, Polina Zilberman, 2015, J. Complex Networks.

Challenges for Security Assessment of Enterprises in the IoT Era pdf

Rami Puzis, Yuval Elovici, Yael Mathov, 2019, ArXiv.

Deja vu from the SVM Era: Example-based Explanations with Outlier Detection pdf

Alexander Binder, Yuval Elovici, Penny Chong, 2020, ArXiv.

An intelligent, interactive tool for exploration and visualization of time-oriented security data

Yuval Shahar, Yuval Elovici, Asaf Shabtai, 2006, VizSEC '06.

Using the Information Structure Model to Compare Profile-Based Information Filtering Systems

Paul B. Kantor, Yuval Elovici, Bracha Shapira, 2004, Information Retrieval.

Session details: AI for Forensics

Yuval Elovici, Y. Elovici, 2018, AISec@CCS.

Network Flow Watermarking: A Survey

Yuval Elovici, Alfonso Iacovazzi, Y. Elovici, 2017, IEEE Communications Surveys & Tutorials.

Optimizing Data Misuse Detection

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2014, ACM Trans. Knowl. Discov. Data.

Detecting Sabotage Attacks in Additive Manufacturing Using Actuator Power Signatures

Yuval Elovici, Jacob Gatlin, Sofia Belikovetsky, 2019, IEEE Access.

Entity Matching in Online Social Networks

Lior Rokach, Yuval Elovici, Michael Fire, 2013, 2013 International Conference on Social Computing.

Let the Cat Out of the Bag: A Holistic Approach Towards Security Analysis of the Internet of Things

Yuval Elovici, Asaf Shabtai, Shachar Siboni, 2017, IoTPTS@AsiaCCS.

An Active Learning Framework for Efficient Condition Severity Classification

Yuval Shahar, George Hripcsak, Yuval Elovici, 2015, AIME.

Overcoming DDoS Attacks by Target-Controlled Traffic Filtering (Extended Abstract)

Polina Zilberman, Yuval Elovici, Shlomi Dolev, 2009 .

Detecting Android Kernel Rootkits via JTAG Memory Introspection

Mordechai Guri, Yuval Elovici, Bracha Shapira, 2017 .

Mouse Authentication Without the Temporal Aspect – What Does a 2D-CNN Learn?

Alexander Binder, Yuval Elovici, Penny Chong, 2018, 2018 IEEE Security and Privacy Workshops (SPW).

Datasets of RT spoofing attacks on MIL-STD-1553 communication traffic

Yuval Elovici, Ran Yahalom, David Barishev, 2019, Data in brief.

Drones' Cryptanalysis - Smashing Cryptography with a Flicker

Adi Shamir, Yuval Elovici, Ben Nassi, 2019, 2019 IEEE Symposium on Security and Privacy (SP).

Analyzing group E-mail exchange to detect data leakage

Polina Zilberman, Yuval Elovici, Asaf Shabtai, 2013, J. Assoc. Inf. Sci. Technol..

TTLed Random Walks for Collaborative Monitoring (Preliminary Version)

Yaniv Altshuler, Yuval Elovici, Shlomi Dolev, 2010 .

Handwritten Signature Verification Using Wrist-Worn Devices

Yuval Elovici, Erez Shmueli, Ben Nassi, 2018, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

SherLock vs Moriarty: A Smartphone Dataset for Cybersecurity Research

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2016, AISec@CCS.

Insight Into Insiders and IT

Yuval Elovici, Ivan Homoliak, Juan Guarnizo, 2018, ACM Comput. Surv..

Troika - An improved stacking schema for classification tasks

Lior Rokach, Yuval Elovici, Eitan Menahem, 2009, Inf. Sci..

An attack scenario and mitigation mechanism for enterprise BYOD environments

Yuval Elovici, Asaf Shabtai, Shachar Siboni, 2018, SIAP.

Cyber Security and the Role of Intelligent Systems in Addressing its Challenges

Yuval Elovici, Irad Ben-Gal, Yaniv Harel, 2017, ACM Trans. Intell. Syst. Technol..

Detection of access to terror-related Web sites using an Advanced Terror Detection System (ATDS)

Abraham Kandel, Moti Schneider, Yuval Elovici, 2010 .

Introduction to Information Security

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Trusted Detection of Sensitive Activities on Mobile Phones Using Power Consumption Measurements

Mordechai Guri, Yuval Elovici, Gabi Kedma, 2014, 2014 IEEE Joint Intelligence and Security Informatics Conference.

JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface

Mordechai Guri, Yuval Elovici, Bracha Shapira, 2015, 2015 IEEE Trustcom/BigDataSE/ISPA.

Unsupervised Anomalous Vertices Detection Utilizing Link Prediction Algorithms pdf

Yuval Elovici, Dima Kagan, Michael Fire, 2016, ArXiv.

A fast and scalable method for threat detection in large-scale DNS logs

Lior Rokach, Yuval Elovici, Ron Begleiter, 2013, 2013 IEEE International Conference on Big Data.

SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods

Lior Rokach, Yuval Elovici, Nir Nissim, 2016, Expert Syst. Appl..

Cost-Sensitive Detection of Malicious Applications in Mobile Devices

Lior Rokach, Yuval Elovici, Yael Weiss, 2010, MobiCASE.

Query-Efficient GAN Based Black-Box Attack Against Sequence Based Machine and Deep Learning Classifiers

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2018, 1804.08778.

A decision theoretic approach to combining information filters: An analytical and empirical evaluation

Paul B. Kantor, Yuval Elovici, Bracha Shapira, 2006 .

Low Resource Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers pdf

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2018, ArXiv.

xLED: Covert Data Exfiltration from Air-Gapped Networks via Switch and Router LEDs

Mordechai Guri, Yuval Elovici, Boris Zadov, 2018, 2018 16th Annual Conference on Privacy, Security and Trust (PST).

Detecting unknown computer worm activity via support vector machines and active learning

Lior Rokach, Yuval Elovici, Nir Nissim, 2012, Pattern Analysis and Applications.

Guided socialbots: Infiltrating the social networks of specific organizations' employees

Yuval Elovici, Dima Kagan, Michael Fire, 2014, AI Commun..

Terrorist Detection System

Abraham Kandel, Moti Schneider, Mark Last, 2004, PKDD.

Phantom of the ADAS: Securing Advanced Driver-Assistance Systems from Split-Second Phantom Attacks

Yuval Elovici, Oleg Drokin, Yisroel Mirsky, 2020, CCS.

ODINI: Escaping Sensitive Data From Faraday-Caged, Air-Gapped Computers via Magnetic Fields

Mordechai Guri, Yuval Elovici, Boris Zadov, 2018, IEEE Transactions on Information Forensics and Security.

Detecting Anomalous Behaviors Using Structural Properties of Social Networks

Alex Pentland, Yaniv Altshuler, Alfred M. Bruckstein, 2013, SBP.

Virtual Breathalyzer: Towards the Detection of Intoxication Using Motion Sensors of Commercial Wearable Devices pdf

Lior Rokach, Yuval Elovici, Ben Nassi, 2016, Sensors.

CIoTA: Collaborative IoT Anomaly Detection via Blockchain pdf

Yuval Elovici, Yisroel Mirsky, Tomer Golomb, 2018, ArXiv.

Computationally efficient link prediction in a variety of social networks

Rami Puzis, Lior Rokach, Yuval Elovici, 2013, ACM Trans. Intell. Syst. Technol..

Detection of malicious PDF files and directions for enhancements: A state-of-the art survey

Yuval Elovici, Chanan Glezer, Nir Nissim, 2015, Comput. Secur..

Organizational Intrusion: Organization Mining Using Socialbots

Yuval Elovici, Dima Kagan, Michael Fire, 2012, 2012 International Conference on Social Informatics.

Know Your Enemy: Characteristics of Cyber-Attacks on Medical Imaging Devices pdf

Yuval Shahar, Yuval Elovici, Nir Nissim, 2018, ArXiv.

TTLed Random Walks for Collaborative Monitoring

Yaniv Altshuler, Yuval Elovici, Shlomi Dolev, 2010, 2010 INFOCOM IEEE Conference on Computer Communications Workshops.

Clustering di-graphs for continuously verifying users according to their typing patterns

Lior Rokach, Yuval Elovici, Robert Moskovitch, 2010, 2010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel.

TDS - An Innovative Terrorist Detection System

Yuval Elovici, Y. Elovici, 2005, Fighting Terror in Cyberspace.

USBware: A Trusted and Multidisciplinary Framework for Enhanced Detection of USB-Based Attacks

Yuval Elovici, Nir Nissim, Boaz Lerner, 2016 .

Security Vulnerabilities of Unmanned Aerial Vehicles and Countermeasures: An Experimental Study

Yuval Elovici, Anupam Chattopadhyay, Vikramkumar Pudi, 2018, 2018 31st International Conference on VLSI Design and 2018 17th International Conference on Embedded Systems (VLSID).

Finding the most prominent group in complex networks

Rami Puzis, Yuval Elovici, Shlomi Dolev, 2007, AI Commun..

Online Social Networks: Threats and Solutions

Yuval Elovici, Roy Goldschmidt, Michael Fire, 2013, IEEE Communications Surveys & Tutorials.

User Authentication Based on Representative Users

Lior Rokach, Yuval Elovici, Alon Schclar, 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

BENN: Bias Estimation Using Deep Neural Network pdf

Yuval Elovici, Asaf Shabtai, Amit Giloni, 2020, ArXiv.

Game of Drones - Detecting Streamed POI from Encrypted FPV Channel pdf

Adi Shamir, Yuval Elovici, Ben Nassi, 2018, ArXiv.

A particle swarm model for estimating reliability and scheduling system maintenance

Rami Puzis, Yuval Elovici, Dov Shirtz, 2016, Enterp. Inf. Syst..

Optimization of NIDS Placement for Protection of Intercommunicating Critical Infrastructures

Rami Puzis, Yuval Elovici, Shlomi Dolev, 2008, EuroISI.

The DUSTER Attack: Tor Onion Service Attribution Based on Flow Watermarking with Track Hiding

Yuval Elovici, Alfonso Iacovazzi, Daniel Frassinelli, 2019, RAID.

N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders

Yuval Elovici, Yael Mathov, Asaf Shabtai, 2018, IEEE Pervasive Computing.

Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs

Yuval Elovici, Ngai-Man Cheung, Xiaofang Zhou, 2018, DASFAA.

Detecting data misuse by applying context-based data linkage

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2010, Insider Threats '10.

Modeling and Evaluation of a New Message-Passing System for Parallel Multiprocessor Systems

Yuval Elovici, Helnye Azaria, 1993, Parallel Comput..

Cyber security patrol: detecting fake and vulnerable wifi-enabled printers

Yuval Elovici, Jinghui Toh, Muhammad Hatib, 2017, SAC.

On Network Footprint of Traffic Inspection and Filtering at Global Scrubbing Centers

Rami Puzis, Polina Zilberman, Yuval Elovici, 2017, IEEE Transactions on Dependable and Secure Computing.

MindDesktop - Computer Accessibility for Severely Handicapped

Rami Puzis, Lior Rokach, Yuval Elovici, 2011, ICEIS.

USB-based attacks

Yuval Elovici, Nir Nissim, Ran Yahalom, 2017, Comput. Secur..

Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey

Yuval Elovici, Chanan Glezer, Asaf Shabtai, 2009, Inf. Secur. Tech. Rep..

Routing betweenness centrality

Rami Puzis, Yuval Elovici, Shlomi Dolev, 2010, JACM.

Design Procedure of Knowledge Base for Practical Attack Graph Generation

Yuval Elovici, Asaf Shabtai, Masaki Inokuchi, 2019, AsiaCCS.

Liability Exposure when 3D-Printed Parts Fall from the Sky

Yuval Elovici, Mark Yampolskiy, Sofia Belikovetsky, 2018, Critical Infrastructure Protection.

Boosting the Detection of Malicious Documents Using Designated Active Learning Methods

Yuval Elovici, Nir Nissim, Aviad Cohen, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks pdf

Yuval Elovici, Asaf Shabtai, Masaki Inokuchi, 2019, IEEE Transactions on Dependable and Secure Computing.

POSTER: Towards Exposing Internet of Things: A Roadmap

Yuval Elovici, Asaf Shabtai, Shachar Siboni, 2016, CCS.

Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework

Lior Rokach, Yuval Elovici, Nir Nissim, 2019, IEEE Access.

How Many Makes a Crowd? On the Evolution of Learning as a Factor of Community Coverage

Alex Pentland, Yaniv Altshuler, Yuval Elovici, 2012, SBP.

SPEAKE(a)R: Turn Speakers to Microphones for Fun and Profit pdf

Mordechai Guri, Yuval Elovici, Yosef A. Solewicz, 2016, WOOT.

Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining

Yuval Shahar, Yuval Elovici, Chanan Glezer, 2007, 2007 IEEE Symposium on Computational Intelligence and Data Mining.

A decision theoretic approach to combining information filters: An analytical and empirical evaluation

Paul B. Kantor, Yuval Elovici, Bracha Shapira, 2006, J. Assoc. Inf. Sci. Technol..

Online Social Networks: Threats and Solutions Survey pdf

Yuval Elovici, Roy Goldschmidt, Michael Fire, 2013, ArXiv.

CardiWall: A Trusted Firewall for the Detection of Malicious Clinical Programming of Cardiac Implantable Electronic Devices

Yuval Shahar, Yuval Elovici, Nir Nissim, 2020, IEEE Access.

Analyzing group communication for preventing data leakage via email

Polina Zilberman, Yuval Elovici, Shlomi Dolev, 2011, Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics.

Cyber-Med: Practical Detection Methodology of Cyber-Attacks Aimed at Medical Devices Eco-Systems

Yuval Shahar, Yuval Elovici, Nir Nissim, 2016 .

NewApproach for Detecting Unknown Malicious Executables

Ehud Gudes, Yuval Elovici, Yuval Fledel, 2010 .

Rendezvous Tunnel for Anonymous Publishing: Clean Slate and Tor Based Designs

Yuval Elovici, Shlomi Dolev, Niv Gilboa, 2011, SSS.

LoOkie - It Feels Like Being There, proposing a social mobile application

Rami Puzis, Yuval Elovici, Talya Porat, 2011 .

Implementing a database encryption solution, design and implementation issues

Ehud Gudes, Yuval Elovici, Erez Shmueli, 2014, Comput. Secur..

Chapter 1 Links Reconstruction Attack Using Link Prediction Algorithms to Compromise Social Networks Privacy

Lior Rokach, Yuval Elovici, Michael Fire, 2013 .

Augmented Betweenness Centrality for Environmentally Aware Traffic Monitoring in Transportation Networks

Shlomo Bekhor, Alex Pentland, Rami Puzis, 2013, J. Intell. Transp. Syst..

A Chronological Evaluation of Unknown Malcode Detection

Yuval Elovici, Robert Moskovitch, Clint Feher, 2009, PAISI.

VisiSploit: An Optical Covert-Channel to Leak Data through an Air-Gap

Mordechai Guri, Yuval Elovici, Gabi Kedma, 2016, ArXiv.

Database encryption: an overview of contemporary challenges and design considerations

Yuval Elovici, Chanan Glezer, Erez Shmueli, 2010, SGMD.

Phantom of the ADAS: Phantom Attacks on Driver-Assistance Systems

Yuval Elovici, Oleg Drokin, Yisroel Mirsky, 2020, IACR Cryptol. ePrint Arch..

kACTUS 2: Privacy Preserving in Classification Tasks Using k-Anonymity

Slava Kisilevich, Lior Rokach, Yuval Elovici, 2008, ISIPS.

“Andromaly”: a behavioral malware detection framework for android devices

Yuval Elovici, Chanan Glezer, Asaf Shabtai, 2012, Journal of Intelligent Information Systems.

On the Security of MIL-STD-1553 Communication Bus

Yuval Elovici, Asaf Shabtai, Adi Cohen, 2018, ISSA/CSITS@ESORICS.

Deployment of DNIDS in Social Networks

Rami Puzis, Yuval Elovici, Meytal Tubi, 2007, 2007 IEEE Intelligence and Security Informatics.

PALE: Time Bounded Practical Agile Leader Election

Rami Puzis, Polina Zilberman, Yuval Elovici, 2020, IEEE Transactions on Parallel and Distributed Systems.

Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method

Yuval Elovici, Asaf Shabtai, Uri Kanonov, 2010, J. Syst. Softw..

Links Reconstruction Attack

Lior Rokach, Yuval Elovici, Michael Fire, 2013 .

Method for Detecting Unknown Malicious Executables

Ehud Gudes, Yuval Elovici, Yuval Fledel, 2009, RAID.

Message Passing System for closely coupled multiprocessor system

Yuval Elovici, Helnye Azaria, R. D. Hersh, 1991, 17th Convention of Electrical and Electronics Engineers in Israel.

Detection of Threats to IoT Devices using Scalable VPN-forwarded Honeypots

Yuval Elovici, Asaf Shabtai, Nils Ole Tippenhauer, 2019, CODASPY.

CTRL-ALT-LED: Leaking Data from Air-Gapped Computers Via Keyboard LEDs

Mordechai Guri, Yuval Elovici, Boris Zadov, 2019, 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC).

LED-it-GO: Leaking (A Lot of) Data from Air-Gapped Computers via the (Small) Hard Drive LED

Mordechai Guri, Yuval Elovici, Boris Zadov, 2017, DIMVA.

A decision-theoretic approach to data mining

Yuval Elovici, Dan Braha, Y. Elovici, 2003, IEEE Trans. Syst. Man Cybern. Part A.

xLED: Covert Data Exfiltration from Air-Gapped Networks via Router LEDs pdf

Mordechai Guri, Yuval Elovici, Boris Zadov, 2017, ArXiv.

Predicting Student Exam's Scores by Analyzing Social Network Data

Lior Rokach, Yuval Elovici, Bracha Shapira, 2012, AMT.

Privacy-Preserving Detection of IoT Devices Connected Behind a NAT in a Smart Home Setup pdf

Yuval Elovici, Asaf Shabtai, Vinay Sachidananda, 2019, ArXiv.

Data Mining of Online Genealogy Datasets for Revealing Lifespan Patterns in Human Population

Yuval Elovici, Michael Fire, Y. Elovici, 2013, ACM Trans. Intell. Syst. Technol..

ACTIDS: an active strategy for detecting and localizing network attacks

Gabi Nakibly, Yuval Elovici, Eitan Menahem, 2013, AISec.

Procédé de détection de mauvais usage de données dans un réseau d'organisation

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Anti-forensic = Suspicious: Detection of Stealthy Malware that Hides Its Network Traffic

Rami Puzis, Polina Zilberman, Yuval Elovici, 2018, SEC.

ProfilIoT: a machine learning approach for IoT device identification based on network traffic analysis

Yuval Elovici, Asaf Shabtai, Nils Ole Tippenhauer, 2017, SAC.

HoneyGen: An automated honeytokens generator

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2011, Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics.

The Security of IP-Based Video Surveillance Systems

Yuval Elovici, Asaf Shabtai, Yisroel Mirsky, 2020, Sensors.

Personal Information Leakage During Password Recovery of Internet Services

Mordechai Guri, Yuval Elovici, Dov Shirtz, 2016, 2016 European Intelligence and Security Informatics Conference (EISIC).

Security Testbed for the Internet of Things pdf

Yuval Elovici, Asaf Shabtai, Shachar Siboni, 2016, ArXiv.

Opening Pandora's Box: E ective Techniques for Reverse Engineering IoT Devices

Yuval Elovici, Yael Mathov, Yossef Oren, 2017 .

User identity verification via mouse dynamics

Lior Rokach, Yuval Elovici, Alon Schclar, 2012, Inf. Sci..

Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn pdf

Yuval Elovici, Ziv Katzir, 2019, ArXiv.

Reaction to New Security Threat Class pdf

Lior Rokach, Yuval Elovici, L. Rokach, 2014, ArXiv.

3D Marketplace: Distributed Attestation of 3D Designs on Blockchain pdf

Yuval Elovici, Asaf Shabtai, Sofia Belikovetsky, 2019, ArXiv.

Stop Bugging Me! Evading Modern-Day Wiretapping Using Adversarial Perturbations pdf

Yuval Elovici, Yael Mathov, Asaf Shabtai, 2020, ArXiv.

Quantifying the resilience of machine learning classifiers used for cyber security

Yuval Elovici, Ziv Katzir, Y. Elovici, 2018, Expert Syst. Appl..

Using artificial neural networks to detect unknown computer worms

Yuval Shahar, Zvi Boger, Yuval Elovici, 2009, Neural Computing and Applications.

Multiple interfaces message passing system for transputer network

Yuval Elovici, Roger D. Hersch, Helnye Azaria, 1992 .

The Age of Testifying Wearable Devices: The Case of Intoxication Detection

Lior Rokach, Yuval Elovici, Ben Nassi, 2020, IACR Cryptol. ePrint Arch..

Efficient Collaborative Application Monitoring Scheme for Mobile Networks pdf

Yaniv Altshuler, Yuval Elovici, Shlomi Dolev, 2010, ArXiv.

Malicious Code Detection Using Active Learning

Yuval Elovici, Nir Nissim, Robert Moskovitch, 2009, PinKDD.

Volatile memory analysis using the MinHash method for efficient and secured detection of malware in private cloud

Lior Rokach, Yuval Elovici, Nir Nissim, 2019, Comput. Secur..

A Distributed Framework for the Detection of New Worm-Related Malware

Ehud Gudes, Yuval Elovici, Boris Rozenberg, 2008, EuroISI.

OCCT: A One-Class Clustering Tree for Implementing One-to-Many Data Linkage

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2014, IEEE Transactions on Knowledge and Data Engineering.

A Proxy-Based Solution for Securiting Remote Desktop Connections in Mission-Critical Systems

Yuval Elovici, Asaf Shabtai, Clint Feher, 2017, 2017 IEEE 18th International Symposium on High Assurance Systems Engineering (HASE).

Application of Artificial Neural Networks Techniques to Computer Worm Detection

Yuval Shahar, Zvi Boger, Yuval Elovici, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

PALE: Partially Asynchronous Agile Leader Election pdf

Rami Puzis, Polina Zilberman, Yuval Elovici, 2018, ArXiv.

Detection of Deviations in Mobile Applications Network Behavior pdf

Lior Rokach, Yuval Elovici, Bracha Shapira, 2012, ArXiv.

Digital Audio Signature for 3D Printing Integrity

Yuval Elovici, Mark Yampolskiy, Sofia Belikovetsky, 2019, IEEE Transactions on Information Forensics and Security.

Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems pdf

Yuval Elovici, Asaf Shabtai, Guy Amit, 2020, ArXiv.

MindDesktop: a general purpose brain computer interface pdf

Rami Puzis, Lior Rokach, Yuval Elovici, 2017, ArXiv.

Using malware for the greater good: Mitigating data leakage

Rami Puzis, Kim-Kwang Raymond Choo, Mordechai Guri, 2019, J. Netw. Comput. Appl..

Memory snapshot dataset of a compromised host with malware using obfuscation evasion techniques

Yuval Elovici, Shafiq Ul Rehman, Penny Chong, 2019, Data in brief.

Securing Your Transactions: Detecting Anomalous Patterns In XML Documents pdf

Lior Rokach, Yuval Elovici, Alon Schclar, 2012, ArXiv.

M-score: estimating the potential damage of data leakage incident by assigning misuseability weight

Lior Rokach, Amir Harel, Yuval Elovici, 2010, Insider Threats '10.

9-1-1 DDoS: Attacks, Analysis and Mitigation

Mordechai Guri, Yuval Elovici, Yisroel Mirsky, 2017, 2017 IEEE European Symposium on Security and Privacy (EuroS&P).

Applying Behavioral Detection on Android-Based Devices

Yuval Elovici, Asaf Shabtai, 2010, MOBILWARE.

Introduction to the Special Issue on Data Mining for Cybersecurity

Yuval Elovici, Nathalie Japkowicz, 2018, IEEE Intell. Syst..

Optimizing Investment Decisions in Selecting Information Security Remedies

Yuval Elovici, Dov Shirtz, Y. Elovici, 2011, Inf. Manag. Comput. Secur..

Speaker-to-speaker covert ultrasonic communication

Mordechai Guri, Yuval Elovici, Yosef A. Solewicz, 2020, J. Inf. Secur. Appl..

Ethical Considerations when Employing Fake Identities in Online Social Networks for Research

Amir Herzberg, Yuval Elovici, Haya Shulman, 2014, Sci. Eng. Ethics.

Spill the Beans: Extrospection of Internet of Things by Exploiting Denial of Service

Yuval Elovici, Vinay Sachidananda, Suhas Bhairav, 2019, EAI Endorsed Trans. Security Safety.

Insight into Insiders: A Survey of Insider Threat Taxonomies, Analysis, Modeling, and Countermeasures pdf

Yuval Elovici, Martín Ochoa, Ivan Homoliak, 2018, ArXiv.

Efficient Multidimensional Suppression for K-Anonymity

Slava Kisilevich, Lior Rokach, Yuval Elovici, 2010, IEEE Transactions on Knowledge and Data Engineering.

Analyst intuition based Hidden Markov Model on high speed, temporal cyber security big data

Yuval Elovici, Teoh Teik Toe, W. L. Ng, 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

Using the KBTA method for inferring computer and network security alerts from time-stamped, raw system metrics

Yuval Shahar, Yuval Elovici, Asaf Shabtai, 2010, Journal in Computer Virology.

Complexity Reduction in Graphs: A User Centric Approach to Graph Exploration

Max Mühlhäuser, Tim Grube, Florian Volk, 2017 .

Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework

Yuval Elovici, Asaf Shabtai, Nir Nissim, 2016, Security Informatics.

Data Leakage/Misuse Scenarios

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Defense Methods Against Adversarial Examples for Recurrent Neural Networks pdf

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2019, ArXiv.

Active learning to improve the detection of unknown computer worms activity

Yuval Elovici, Roman Englert, Nir Nissim, 2008, 2008 11th International Conference on Information Fusion.

Gradients Cannot Be Tamed: Behind the Impossible Paradox of Blocking Targeted Adversarial Attacks

Yuval Elovici, Ziv Katzir, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Reverse Engineering IoT Devices: Effective Techniques and Methods

Yuval Elovici, Yael Mathov, Omer Shwartz, 2018, IEEE Internet of Things Journal.

Vesper: Using Echo Analysis to Detect Man-in-the-Middle Attacks in LANs

Yuval Elovici, Asaf Shabtai, Yisroel Mirsky, 2018, IEEE Transactions on Information Forensics and Security.

Anomaly detection for smartphone data streams

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2017, Pervasive Mob. Comput..

Privacy Preservation Improvement by Learning Optimal Profile Generation Rate

Tsvi Kuflik, Yuval Elovici, Bracha Shapira, 2003, User Modeling.

Dynamic Sensitivity-Based Access Control

Lior Rokach, Amir Harel, Yuval Elovici, 2011, Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics.

Resilience of Anti-malware Programs to Naïve Modifications of Malicious Binaries

Mordechai Guri, Yuval Elovici, Gabi Kedma, 2014, 2014 IEEE Joint Intelligence and Security Informatics Conference.

Ethical Considerations when Employing Fake Identities in OSN for Research pdf

Amir Herzberg, Yuval Elovici, Haya Shulman, 2013, ArXiv.

Facebook Applications' Installation and Removal: A Temporal Analysis pdf

Yuval Elovici, Dima Kagan, Michael Fire, 2013, ArXiv.

Future Trends in Data Leakage

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Cluster-analysis attack against a PRivAte Web solution (PRAW)

Yuval Elovici, Bracha Shapira, Adlay Meshiach, 2006, Online Inf. Rev..

A Weighted Risk Score Model for IoT Devices

Yuval Elovici, Chanan Glezer, Asaf Shabtai, 2019, SpaCCS Workshops.

Stealing Reality: When Criminals Become Data Scientists (or Vice Versa)

Alex Pentland, Yaniv Altshuler, Yuval Elovici, 2011, IEEE Intelligent Systems.

A New Methodology for Information Security Risk Assessment for Medical Devices and Its Evaluation pdf

Yuval Shahar, Yuval Elovici, Tom Mahler, 2020, ArXiv.

Novel set of general descriptive features for enhanced detection of malicious emails using machine learning methods

Yuval Elovici, Nir Nissim, Aviad Cohen, 2018, Expert Syst. Appl..

A Dual-Layer Architecture for the Protection of Medical Devices from Anomalous Instructions

Yuval Shahar, Yuval Elovici, Erez Shalom, 2020, AIME.

The CASH algorithm-cost-sensitive attribute selection using histograms

Lior Rokach, Yuval Elovici, Yael Weiss, 2013, Inf. Sci..

M-Score: A Misuseability Weight Measure

Lior Rokach, Amir Harel, Yuval Elovici, 2012, IEEE Transactions on Dependable and Secure Computing.

IP2User -- Identifying the Username of an IP Address in Network-Related Events

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2013, 2013 IEEE International Congress on Big Data.

Simulating Threats Propagation within the NSP Infrastructure

Rami Puzis, Yuval Elovici, Gil Tahan, 2007, 2007 IEEE Intelligence and Security Informatics.

Enhanced situation space mining for data streams

Sivan Toledo, Yuval Elovici, Rishabh Upadhyay, 2017, SAC.

When Bots Take Over the Stock Market: Evasion Attacks Against Algorithmic Traders pdf

Yuval Elovici, Yael Mathov, Asaf Shabtai, 2020, ArXiv.

Novel active learning methods for enhanced PC malware detection in windows OS

Lior Rokach, Yuval Elovici, Nir Nissim, 2014, Expert Syst. Appl..

Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments

Yuval Elovici, Nir Nissim, Aviad Cohen, 2020, Neural Networks.

Generic Black-Box End-to-End Attack against RNNs and Other API Calls Based Malware Classifiers pdf

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2017, ArXiv.

XML-AD: Detecting anomalous patterns in XML documents

Lior Rokach, Yuval Elovici, Alon Schclar, 2016, Inf. Sci..

Trade-Offs in Social and Behavioral Modeling in Mobile Networks

Alex Pentland, Yaniv Altshuler, Yuval Elovici, 2013, SBP.

Guest editorial: Special issue on data mining for information security

Lior Rokach, Sahin Albayrak, Yuval Elovici, 2013, Inf. Sci..

Data Leakage Detection/Prevention Solutions

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

dr0wned - Cyber-Physical Attack with Additive Manufacturing pdf

Yuval Elovici, Mark Yampolskiy, Jacob Gatlin, 2016, WOOT.

A Lightweight Vulnerability Mitigation Framework for IoT Devices

Yuval Elovici, Shachar Siboni, Noy Hadar, 2017, IoT S&P@CCS.

Active Discovery of Hidden Profiles in Social Networks Using Malware

Rami Puzis, Yuval Elovici, 2015, Cyber Warfare.

Optimizing Targeting of Intrusion Detection Systems in Social Networks

Rami Puzis, Yuval Elovici, Meytal Tubi, 2010, Handbook of Social Network Technologies.

PowerHammer: Exfiltrating Data From Air-Gapped Computers Through Power Lines

Mordechai Guri, Yuval Elovici, Boris Zadov, 2018, IEEE Transactions on Information Forensics and Security.

Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS)

Abraham Kandel, Moti Schneider, Mark Last, 2005, ISI.

Continuous Verification Using Keystroke Dynamics

Lior Rokach, Yuval Elovici, Robert Moskovitch, 2010, 2010 International Conference on Computational Intelligence and Security.

Spoofing Attack on Ultrasonic Distance Sensors Using a Continuous Signal

Yuval Elovici, Asaf Shabtai, Tomer Gluck, 2020, Sensors.

A model of the information security investment decision-making process

Yuval Elovici, Daniel Dor, Y. Elovici, 2016, Comput. Secur..

HVACKer: Bridging the Air-Gap by Attacking the Air Conditioning System pdf

Mordechai Guri, Yuval Elovici, Yisroel Mirsky, 2017, ArXiv.

SoK - Security and Privacy in the Age of Drones: Threats, Challenges, Solution Mechanisms, and Scientific Gaps pdf

Yuval Elovici, Asaf Shabtai, Ben Nassi, 2019, ArXiv.

Dynamic Malware Analysis in the Modern Era—A State of the Art Survey

Lior Rokach, Yuval Elovici, Nir Nissim, 2019, ACM Comput. Surv..

GSMem: Data Exfiltration from Air-Gapped Computers over GSM Frequencies

Mordechai Guri, Yuval Elovici, Yisroel Mirsky, 2015, USENIX Security Symposium.

Google Android: A State-of-the-Art Review of Security Mechanisms pdf

Yuval Elovici, Shlomi Dolev, Asaf Shabtai, 2009, ArXiv.

Heuristic Approach Towards Countermeasure Selection using Attack Graphs pdf

Yuval Elovici, Asaf Shabtai, Masaki Inokuchi, 2019, ArXiv.

Behavioral Study of Users When Interacting with Active Honeytokens

Ya'akov Gal, Lior Rokach, Yuval Elovici, 2016, TSEC.

Limiting access to unintentionally leaked sensitive documents using malware signatures

Mordechai Guri, Yuval Elovici, Gabi Kedma, 2014, SACMAT '14.

PRAW—A PRivAcy model for the Web: Research Articles

Tsvi Kuflik, Yuval Elovici, Bracha Shapira, 2005 .

Automated Static Code Analysis for Classifying Android Applications Using Machine Learning

Yuval Elovici, Asaf Shabtai, Yuval Fledel, 2010, 2010 International Conference on Computational Intelligence and Security.

Google Android: An Updated Security Review

Yuval Elovici, Asaf Shabtai, Yuval Fledel, 2010, MobiCASE.

Rendezvous tunnel for anonymous publishing

Yuval Elovici, Shlomi Dolev, Niv Gilboa, 2010, CCS '10.

CoBAn: A context based model for data leakage prevention

Yuval Elovici, Bracha Shapira, Gilad Katz, 2014, Inf. Sci..

DropWat: An Invisible Network Flow Watermark for Data Exfiltration Traceback

Yuval Elovici, Alfonso Iacovazzi, Daniel Frassinelli, 2018, IEEE Transactions on Information Forensics and Security.

LoOkie - it feels like being there

Rami Puzis, Yuval Elovici, Talya Porat, 2011, CHI Extended Abstracts.

A Taxonomy of Data Leakage Prevention Solutions

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Analyzing users' web surfing patterns to trace terrorists and criminals

Mordechai Guri, Yuval Elovici, Gabi Kedma, 2013, 2013 IEEE International Conference on Intelligence and Security Informatics.

Privacy, Data Anonymization, and Secure Data Publishing

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Helix: DGA Domain Embeddings for Tracking and Exploring Botnets

Yuval Elovici, Asaf Shabtai, Lior Sidi, 2020, CIKM.

Detection of unknown computer worms based on behavioral classification of the host

Lior Rokach, Yuval Elovici, Robert Moskovitch, 2008, Comput. Stat. Data Anal..

Improving Worm Detection with Artificial Neural Networks through Feature Selection and Temporal Analysis Techniques

Yuval Shahar, Zvi Boger, Yuval Elovici, 2008 .

Auto-Sign: an automatic signature generator for high-speed malware filtering devices

Lior Rokach, Yuval Elovici, Chanan Glezer, 2009, Journal in Computer Virology.

Detection, Alert and Response to Malicious Behavior in Mobile Devices: Knowledge-Based Approach

Yuval Elovici, Asaf Shabtai, Uri Kanonov, 2009, RAID.

Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2020, ACSAC.

Fansmitter: Acoustic Data Exfiltration from (Speakerless) Air-Gapped Computers pdf

Mordechai Guri, Yuval Elovici, Yosef A. Solewicz, 2016, ArXiv.

11th International Workshop on Artificial Intelligence and Security (AISec 2018)

Yuval Elovici, Sadia Afroz, Asaf Shabtai, 2018, CCS.

Analyst intuition inspired high velocity big data analysis using PCA ranked fuzzy k-means clustering with multi-layer perceptron (MLP) to obviate cyber security risk

Yue Zhang, Yuval Elovici, W. L. Ng, 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

Peers-Based Location of Mobile Devices

Mordechai Guri, Yuval Elovici, Anatoly Krasner, 2014, FCC.

Incremental deployment of network monitors based on Group Betweenness Centrality

Rami Puzis, Polina Zilberman, Yuval Elovici, 2009, Inf. Process. Lett..

Generic anomalous vertices detection utilizing a link prediction algorithm

Yuval Elovici, Dima Kagan, Michael Fire, 2018, Social Network Analysis and Mining.

Securing Android-Powered Mobile Devices Using SELinux

Yuval Elovici, Asaf Shabtai, Yuval Fledel, 2010, IEEE Security & Privacy.

Trawling Traffic under Attack, Overcoming DDoS Attacks by Target-Controlled Traffic Filtering

Polina Zilberman, Yuval Elovici, Shlomi Dolev, 2009, PDCAT.

Hidden-Web Privacy Preservation Surfing (Hi-Wepps) Model

Yuval Elovici, Bracha Shapira, Yael Spanglet, 2006 .

A decision theoretic approach to combining information filtering

Yuval Elovici, Bracha Shapira, Alexander Binun, 2009, Online Inf. Rev..

An Attentive Digital Signage System

Rami Puzis, Yuval Elovici, Chanan Glezer, 2009, Mensch & Computer Workshopband.

Poster: applying unsupervised context-based analysis for detecting unauthorized data disclosure

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2011, CCS '11.

MalJPEG: Machine Learning Based Solution for the Detection of Malicious JPEG Images

Yuval Elovici, Nir Nissim, Aviad Cohen, 2020, IEEE Access.

JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface

Mordechai Guri, Yuval Elovici, Bracha Shapira, 2015, TrustCom 2015.

Security Testbed for Internet-of-Things Devices

Yuval Elovici, Yael Mathov, Asaf Shabtai, 2019, IEEE Transactions on Reliability.

Detection of Unauthorized IoT Devices Using Machine Learning Techniques pdf

Yuval Elovici, Asaf Shabtai, Nils Ole Tippenhauer, 2017, ArXiv.

Incentives in Collaborative Applications

Rami Puzis, Yuval Elovici, Elina Yaakobovich, 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

Content-Based Methodology for Anomaly Detection on the Web

Abraham Kandel, Mark Last, Yuval Elovici, 2003, AWIC.

Combining one-class classifiers via meta learning

Lior Rokach, Yuval Elovici, Eitan Menahem, 2011, CIKM.

Designing Secure Indexes for Encrypted Databases

Ehud Gudes, Yuval Elovici, Erez Shmueli, 2005, DBSec.

SMuF: State Machine Based Mutational Fuzzing Framework for Internet of Things

Jianying Zhou, Yuval Elovici, Vinay Sachidananda, 2018, CRITIS.

Scholarly Digital Libraries as a Platform for Malware Distribution

Lior Rokach, Yuval Elovici, C. Lee Giles, 2017, SG-CRC.

A distributed architecture for efficient parallelization and computation of knowledge-based temporal abstractions

Yuval Shahar, Yuval Elovici, Asaf Shabtai, 2011, Journal of Intelligent Information Systems.

HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices

Yuval Elovici, Nils Ole Tippenhauer, Yan Lin Aung, 2019, AsiaCCS.

Security Analysis of Radar Systems

Yuval Elovici, Asaf Shabtai, Tomer Gluck, 2019, CPS-SPC@CCS.

Improving the effectiveness of intrusion detection systems for hierarchical data

Yuval Elovici, Ran Yahalom, Alon Steren, 2019, Knowl. Based Syst..

On packet loss modeling: An empirical assessment

Yuval Elovici, Alfonso Iacovazzi, Daniel Frassinelli, 2017, 2017 8th International Conference on the Network of the Future (NOF).

Acoustic Data Exfiltration from Speakerless Air-Gapped Computers via Covert Hard-Drive Noise ('DiskFiltration')

Mordechai Guri, Yuval Elovici, Yosef A. Solewicz, 2017, ESORICS.

Search Problems in the Domain of Multiplication: Case Study on Anomaly Detection Using Markov Chains

Lior Rokach, Yuval Elovici, Roni Stern, 2015, SOCS.

The Social Amplifier—Reaction of Human Communities to Emergencies

Alex Pentland, Yaniv Altshuler, Alfred M. Bruckstein, 2013, Journal of Statistical Physics.

CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning pdf

Yuval Elovici, Yisroel Mirsky, Ilan Shelef, 2019, USENIX Security Symposium.

Piping Botnet - Turning Green Technology into a Water Disaster pdf

Yuval Elovici, Asaf Shabtai, Ben Nassi, 2018, ArXiv.

Malicious Code Detection and Acquisition Using Active Learning

Yuval Elovici, Nir Nissim, Robert Moskovitch, 2007, 2007 IEEE Intelligence and Security Informatics.

A Structure Preserving Database Encryption Scheme

Ehud Gudes, Yuval Elovici, Erez Shmueli, 2004, Secure Data Management.

SoftAuthZ: A Context-Aware, Behavior-Based Authorization Framework for Home IoT

Yuval Elovici, Nirnay Ghosh, Vinay Sachidananda, 2019, IEEE Internet of Things Journal.

Out of Kilter: Holistic Exploitation of Denial of Service in Internet of Things

Yuval Elovici, Vinay Sachidananda, Suhas Setikere, 2018, SecureComm.

Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2017, RAID.

Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain

Yuval Shahar, Yuval Elovici, Asaf Shabtai, 2007, K-CAP '07.

PIDS: A Behavioral Framework for Analysis and Detection of Network Printer Attacks

Yuval Elovici, Asaf Hecht, Adi Sagi, 2018, 2018 13th International Conference on Malicious and Unwanted Software (MALWARE).

User Authentication Based on Mouse Dynamics Using Deep Neural Networks: A Comprehensive Study

Yuval Elovici, Penny Chong, Alexander Binder, 2020, IEEE Transactions on Information Forensics and Security.

Google Android: A Comprehensive Security Assessment

Yuval Elovici, Shlomi Dolev, Chanan Glezer, 2010, IEEE Security & Privacy.

Protecting Military Avionics Platforms from Attacks on MIL-STD-1553 Communication Bus pdf

Yuval Elovici, Asaf Shabtai, Orly Stan, 2017, ArXiv.

Security and Safety Interplay of Intelligent Software Systems

Yuval Elovici, Barbara Gallina, Joaquin Garcia-Alfaro, 2018, Lecture Notes in Computer Science.

Power Consumption-based Detection of Sabotage Attacks in Additive Manufacturing pdf

Yuval Elovici, Mark Yampolskiy, Jacob Gatlin, 2017, ArXiv.

Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic

Yuval Elovici, Chanan Glezer, Asaf Shabtai, 2007, KI.

Evaluation of Additive and Subtractive Manufacturing from the Security Perspective

Yuval Elovici, Mark Yampolskiy, Sofia Belikovetsky, 2017, Critical Infrastructure Protection.

Temporal Pattern Discovery for Accurate Sepsis Diagnosis in ICU Patients pdf

Yuval Shahar, Yuval Elovici, Denis Klimov, 2017, ArXiv.

MobilBye: Attacking ADAS with Camera Spoofing pdf

Yuval Elovici, Ben Nassi, Raz Ben-Netanel, 2019, ArXiv.

Link Prediction in Highly Fractional Data Sets

Rami Puzis, Yuval Elovici, Michael Fire, 2013 .

PRAW - A PRivAcy model for the Web

Tsvi Kuflik, Yuval Elovici, Bracha Shapira, 2005, J. Assoc. Inf. Sci. Technol..

Improving malware detection by applying multi-inducer ensemble

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2009, Comput. Stat. Data Anal..

Network-based intrusion detection systems go active!

Gabi Nakibly, Yuval Elovici, Eitan Menahem, 2012, CCS.

POSTER: Misuseablity Analysis for IT Infrastructure

Yuval Elovici, Asaf Shabtai, 2014, CCS.

DiskFiltration: Data Exfiltration from Speakerless Air-Gapped Computers via Covert Hard Drive Noise pdf

Mordechai Guri, Yuval Elovici, Yosef A. Solewicz, 2016, ArXiv.

BitWhisper: Covert Signaling Channel between Air-Gapped Computers Using Thermal Manipulations

Mordechai Guri, Matan Monitz, Yuval Elovici, 2015, 2015 IEEE 28th Computer Security Foundations Symposium.

Exfiltration of information from air-gapped machines using monitor's LED indicator

Mordechai Guri, Yuval Elovici, Vitali Sepetnitsky, 2014, 2014 IEEE Joint Intelligence and Security Informatics Conference.

ATHAFI: Agile Threat Hunting And Forensic Investigation pdf

Rami Puzis, Polina Zilberman, Yuval Elovici, 2020, ArXiv.

USBee: Air-gap covert-channel via electromagnetic emission from USB

Mordechai Guri, Matan Monitz, Yuval Elovici, 2016, 2016 14th Annual Conference on Privacy, Security and Trust (PST).

9-1-1 DDoS: Threat, Analysis and Mitigation pdf

Mordechai Guri, Yuval Elovici, Yisroel Mirsky, 2016, ArXiv.

Detecting unknown malicious code by applying classification techniques on OpCode patterns

Yuval Elovici, Shlomi Dolev, Asaf Shabtai, 2012, Security Informatics.

Improving condition severity classification with an efficient active learning based framework

Yuval Shahar, George Hripcsak, Yuval Elovici, 2016, J. Biomed. Informatics.

Bridgeware

Mordechai Guri, Yuval Elovici, Y. Elovici, 2018, Commun. ACM.

Creation and Management of Social Network Honeypots for Detecting Targeted Cyber Attacks

Rami Puzis, Yuval Elovici, Asaf Shabtai, 2017, IEEE Transactions on Computational Social Systems.

Unknown malcode detection — A chronological evaluation

Yuval Elovici, Robert Moskovitch, Clint Feher, 2008, 2008 IEEE International Conference on Intelligence and Security Informatics.

Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection pdf

Yuval Elovici, Asaf Shabtai, Yisroel Mirsky, 2018, NDSS.

Collaborative attack on Internet users' anonymity

Rami Puzis, Yuval Elovici, Dan Braha, 2009, Internet Res..

How to Ensure Bad Quality in Metal Additive Manufacturing: In-Situ Infrared Thermography from the Security Perspective

Yuval Elovici, Mark Yampolskiy, Gabe Guss, 2017, ARES.

Host Based Intrusion Detection using Machine Learning

Yuval Shahar, Yuval Elovici, Yisrael Parmet, 2007, 2007 IEEE Intelligence and Security Informatics.

F-Sign: Automatic, Function-Based Signature Generation for Malware

Yuval Elovici, Asaf Shabtai, Eitan Menahem, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Friend or foe? Fake profile identification in online social networks

Yuval Elovici, Dima Kagan, Michael Fire, 2013, Social Network Analysis and Mining.

Augmented Betweenness Centrality for Mobility Prediction in Transportation Networks

Shlomo Bekhor, Rami Puzis, Yaniv Altshuler, 2011 .

Leaking data from enterprise networks using a compromised smartwatch device

Yuval Elovici, Asaf Shabtai, Shachar Siboni, 2018, SAC.

ALDROID: efficient update of Android anti-virus software using designated active learning methods

Lior Rokach, Yuval Elovici, Nir Nissim, 2016, Knowledge and Information Systems.

Link Prediction in Social Networks Using Computationally Efficient Topological Features

Rami Puzis, Lior Rokach, Yuval Elovici, 2011, 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing.

Trawling Traffic under Attack, Overcoming DDoS Attacks by Target-Controlled Traffic Filtering

Polina Zilberman, Yuval Elovici, Shlomi Dolev, 2009, 2009 International Conference on Parallel and Distributed Computing, Applications and Technologies.

AirHopper: Bridging the air-gap between isolated networks and mobile phones using radio frequencies

Mordechai Guri, Yuval Elovici, Gabi Kedma, 2014, 2014 9th International Conference on Malicious and Unwanted Software: The Americas (MALWARE).

Homing Socialbots: Intrusion on a specific organization's employee using Socialbots

Yuval Elovici, Dima Kagan, Michael Fire, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

Noninvasive detection of anti-forensic malware

Mordechai Guri, Yuval Elovici, Amit Rosner, 2013, 2013 8th International Conference on Malicious and Unwanted Software: "The Americas" (MALWARE).

An optical covert-channel to leak data through an air-gap

Mordechai Guri, Yuval Elovici, Gabi Kedma, 2016, 2016 14th Annual Conference on Privacy, Security and Trust (PST).

Unknown malcode detection via text categorization and the imbalance problem

Yuval Elovici, Nir Nissim, Robert Moskovitch, 2008, 2008 IEEE International Conference on Intelligence and Security Informatics.

Identity theft, computers and behavioral biometrics

Sebastian Möller, Lior Rokach, Yuval Elovici, 2009, 2009 IEEE International Conference on Intelligence and Security Informatics.

OSPF vulnerability to persistent poisoning attacks: a systematic analysis

Gabi Nakibly, Yuval Elovici, Eitan Menahem, 2014, ACSAC '14.

RT Spoofing Attacks on MIL-STD-1553 Communication Traffic

Yuval Elovici, Ran Yahalom, David Barishev, 2018 .

Handwritten Signature Verification Using Hand-Worn Devices pdf

Yuval Elovici, Erez Shmueli, Ben Nassi, 2016, ArXiv.

Detecting Cyber-Physical Attacks in Additive Manufacturing using Digital Audio Signing pdf

Yuval Elovici, Mark Yampolskiy, Sofia Belikovetsky, 2017, ArXiv.

TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs pdf

Yuval Elovici, Ngai-Man Cheung, Xiaofang Zhou, 2019, ArXiv.

Organization Mining Using Online Social Networks

Rami Puzis, Yuval Elovici, Michael Fire, 2013, Networks and Spatial Economics.

Intruder or Welcome Friend: Inferring Group Membership in Online Social Networks

Lior Rokach, Yuval Elovici, Lena Tenenboim-Chekina, 2013, SBP.

Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis

Meihui Zhang, Yuval Elovici, Xiaofang Zhou, 2018, 2018 19th IEEE International Conference on Mobile Data Management (MDM).

An Overview of IDS Using Anomaly Detection

Lior Rokach, Yuval Elovici, 2009, Database Technologies: Concepts, Methodologies, Tools, and Applications.

Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data

Alex Pentland, Yaniv Altshuler, Yuval Elovici, 2011, 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing.

ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files

Yuval Elovici, Nir Nissim, Aviad Cohen, 2014, 2014 IEEE Joint Intelligence and Security Informatics Conference.

A Method for Detecting Unknown Malicious Executables

Ehud Gudes, Yuval Elovici, Yuval Fledel, 2011, 2011IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications.

Exploiting simultaneous usage of different wireless interfaces for security and mobility

Yuval Elovici, Shlomi Dolev, Marina Kopeetsky, 2013, Second International Conference on Future Generation Communication Technologies (FGCT 2013).

MAGNETO: Covert Channel between Air-Gapped Systems and Nearby Smartphones via CPU-Generated Magnetic Fields

Mordechai Guri, Yuval Elovici, Andrey Daidakulov, 2018, Future Gener. Comput. Syst..

Evaluation of Security Solutions for Android Systems pdf

Yuval Elovici, Asaf Shabtai, Dudu Mimran, 2015, ArXiv.

A Decision Support System for Placement of Intrusion Detection and Prevention Devices in Large-Scale Networks

Rami Puzis, Yuval Elovici, Shlomi Dolev, 2011, TOMC.

aIR-Jumper: Covert Air-Gap Exfiltration/Infiltration via Security Cameras & Infrared (IR) pdf

Mordechai Guri, Yuval Elovici, Dima Bykhovsky, 2017, Comput. Secur..

MOSQUITO: Covert Ultrasonic Transmissions Between Two Air-Gapped Computers Using Speaker-to-Speaker Communication

Mordechai Guri, Yuval Elovici, Andrey Daidakulov, 2018, 2018 IEEE Conference on Dependable and Secure Computing (DSC).

Ransomware prevention using application authentication-based file access control

Danny Hendler, Yuval Elovici, Or Ami, 2018, SAC.

Monitoring, analysis, and filtering system for purifying network traffic of known and unknown malicious content

Yuval Elovici, Asaf Shabtai, Robert Moskovitch, 2011, Secur. Commun. Networks.

User-guided Graph Exploration: A Framework for Algorithmic Complexity Reduction in Large Data Sets

Max Mühlhäuser, Tim Grube, Florian Volk, 2018 .

MarCol: A Market-Based Recommender System

Yuval Elovici, Bracha Shapira, Dan Melamed, 2007, IEEE Intelligent Systems.

Oops!...I think I scanned a malware pdf

Adi Shamir, Yuval Elovici, Ben Nassi, 2017, ArXiv.

Inflow: Inverse Network Flow Watermarking for Detecting Hidden Servers

Yuval Elovici, Alfonso Iacovazzi, Sanat Sarda, 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods

Yuval Shahar, George Hripcsak, Yuval Elovici, 2017, Artif. Intell. Medicine.

Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics

Yuval Elovici, Ivan Homoliak, Yi Xiang Marcus Tan, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Xerox Day Vulnerability

Yuval Elovici, Ben Nassi, Adi Shamir, 2019, IEEE Transactions on Information Forensics and Security.

Quantitative Analysis of Genealogy Using Digitised Family Trees pdf

Yuval Elovici, Thomas Chesney, Michael Fire, 2014, ArXiv.

Performance evaluation of a distributed application

Yuval Elovici, Niv Ahituv, 2001, J. Oper. Res. Soc..

DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN

Yuval Elovici, Ngai-Man Cheung, Gemma Roig, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Verfahren zum Erkennen von Datenmissbrauch im Netzwerk einer Organisation

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012 .

Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces

Yuval Elovici, Ziv Katzir, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Heuristics for Speeding Up Betweenness Centrality Computation

Ulrik Brandes, Rami Puzis, Polina Zilberman, 2012, 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing.

Enhancing customer privacy while searching for products and services on the world wide web

Yuval Elovici, Chanan Glezer, Bracha Shapira, 2005, Internet Res..

A New Privacy Model for Web Surfing

Yuval Elovici, Bracha Shapira, Adlai Maschiach, 2002, NGITS.

Stealing Reality pdf

Alex Pentland, Yaniv Altshuler, Yuval Elovici, 2010, ArXiv.

AISec'19: 12th ACM Workshop on Artificial Intelligence and Security

Yuval Elovici, Sadia Afroz, Asaf Shabtai, 2019, CCS.

Improving the Detection of Unknown Computer Worms Activity Using Active Learning

Yuval Elovici, Roman Englert, Nir Nissim, 2007, KI.

Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation

Yuval Elovici, Asaf Shabtai, Masaki Inokuchi, 2018, ESORICS.

Unknown Malcode Detection Using OPCODE Representation

Yuval Elovici, Shlomi Dolev, Robert Moskovitch, 2008, EuroISI.

SIPHON: Towards Scalable High-Interaction Physical Honeypots

Yuval Elovici, Asaf Shabtai, Nils Ole Tippenhauer, 2017, CPSS@AsiaCCS.

Social Privacy Protector - Protecting Users' Privacy in Social Networks

Yuval Elovici, Dima Kagan, Michael Fire, 2012 .

Unknown malcode detection and the imbalance problem

Yuval Elovici, Nathalie Japkowicz, Nir Nissim, 2009, Journal in Computer Virology.

A Survey of Data Leakage Detection and Prevention Solutions

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2012, SpringerBriefs in Computer Science.

Trusted system-calls analysis methodology aimed at detection of compromised virtual machines using sequential mining

Yuval Elovici, Nir Nissim, Aviad Cohen, 2018, Knowl. Based Syst..

Matching entities across online social networks

Lior Rokach, Yuval Elovici, Michael Fire, 2014, Neurocomputing.

ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology

Yuval Elovici, Nir Nissim, Aviad Cohen, 2017, IEEE Transactions on Information Forensics and Security.

INTELLIGENT TECHNOLOGY FOR CONTENT MONITORING ON THE WEB

Abraham Kandel, Yuval Elovici, Bracha Shapira, 2004 .

Detection of access to terror-related Web sites using an Advanced Terror Detection System (ATDS)

Abraham Kandel, Moti Schneider, Mark Last, 2010, J. Assoc. Inf. Sci. Technol..

Botnet IND: About Botnets of Botless IoT Devices

Yuval Elovici, Asaf Shabtai, Ben Nassi, 2020, IACR Cryptol. ePrint Arch..

SISR - A New Model for Epidemic Spreading of Electronic Threats

Ehud Gudes, Yuval Elovici, Boris Rozenberg, 2009, ISC.

Eliciting domain expert misuseability conceptions

Lior Rokach, Amir Harel, Yuval Elovici, 2011, K-CAP '11.

Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining

Yuval Shahar, Yuval Elovici, Chanan Glezer, 2007, CISDA.

TrustSign: Trusted Malware Signature Generation in Private Clouds Using Deep Feature Transfer Learning

Yuval Elovici, Nir Nissim, Aviad Cohen, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Malboard: A novel user keystroke impersonation attack and trusted detection framework based on side-channel analysis

Yuval Elovici, Nir Nissim, Nitzan Farhi, 2019, Comput. Secur..

A new privacy model for hiding group interests while accessing the Web

Yuval Elovici, Bracha Shapira, Adlai Maschiach, 2002, WPES '02.

Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2021, ACM Comput. Surv..

CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals pdf

Yuval Elovici, Asaf Shabtai, Bogdan Groza, 2021, IEEE Transactions on Information Forensics and Security.

FOOD: Fast Out-Of-Distribution Detector

Yuval Elovici, Asaf Shabtai, Guy Amit, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Glowworm Attack: Optical TEMPEST Sound Recovery via a Device's Power Indicator LED

Yuval Elovici, Ben Nassi, Boris Zadov, 2021, IACR Cryptol. ePrint Arch..

Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis

Lior Rokach, Yuval Elovici, Nir Nissim, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Who's Afraid of Adversarial Transferability? pdf

Yuval Elovici, Ziv Katzir, 2021, ArXiv.

Encryption is Futile: Reconstructing 3D-Printed Models Using the Power Side-Channel

Paul Witherell, Anthony Skjellum, Yuval Elovici, 2021, RAID.

VISAS - Detecting GPS spoofing attacks against drones by analyzing camera's video stream pdf

Yuval Elovici, Ben Nassi, Barak Davidovich, 2022, Proceedings Fourth International Workshop on Automotive and Autonomous Vehicle Security.

Evaluating the Security of Open Radio Access Networks pdf

Yuval Elovici, Asaf Shabtai, Ron Bitton, 2022, ArXiv.

Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples pdf

Yuval Elovici, Penny Chong, Yi Xiang Marcus Tan, 2021, ArXiv.

The Threat of Offensive AI to Organizations pdf

Yuval Elovici, Wenke Lee, Battista Biggio, 2021, Comput. Secur..

Dodging Attack Using Carefully Crafted Natural Makeup pdf

Yuval Elovici, Asaf Shabtai, Nitzan Guetta, 2021, ArXiv.

Enhancing Real-World Adversarial Patches with 3D Modeling Techniques pdf

Lior Rokach, Yuval Elovici, Yael Mathov, 2021, ArXiv.

SoK: Security and Privacy in the Age of Commercial Drones

Yuval Elovici, Asaf Shabtai, Ben Nassi, 2021, 2021 IEEE Symposium on Security and Privacy (SP).

Analysing the Adversarial Landscape of Binary Stochastic Networks

Yuval Elovici, Yi Xiang Marcus Tan, Alexander Binder, 2021 .

Adversarial Machine Learning Threat Analysis in Open Radio Access Networks pdf

Yuval Elovici, Asaf Shabtai, Ron Bitton, 2022, ArXiv.

CANARY - a reactive defense mechanism for Controller Area Networks based on Active RelaYs

Yuval Elovici, Lucian Popa, Asaf Shabtai, 2021, USENIX Security Symposium.

Evaluating the Cybersecurity Risk of Real-world, Machine Learning Production Systems pdf

Yuval Elovici, Asaf Shabtai, Ron Bitton, 2021, ACM Comput. Surv..

Taking over the Stock Market: Adversarial Perturbations Against Algorithmic Traders

Yuval Elovici, Yael Mathov, Asaf Shabtai, 2020, ECML/PKDD.

TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack pdf

Yuval Elovici, Asaf Shabtai, Yang Liu, 2021, IEEE Transactions on Information Forensics and Security.

Game of Drones - Detecting Spying Drones Using Time Domain Analysis

Adi Shamir, Yuval Elovici, Ben Nassi, 2021, CSCML.

Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models pdf

Yuval Elovici, Shai Avidan, Asaf Shabtai, 2021, ArXiv.

RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks pdf

Avi Shaked, Yuval Elovici, Asaf Shabtai, 2021, Sensors.

Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers

Yuval Elovici, Yi Xiang Marcus Tan, Alexander Binder, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Enhancing real-world adversarial patches through 3D modeling of complex target scenes

Lior Rokach, Yuval Elovici, Yael Mathov, 2021, Neurocomputing.

The Security of Deep Learning Defences for Medical Imaging

Yuval Elovici, Guy Amit, Yisroel Mirsky, 2022, ArXiv.

POSTER: Recovering Songs from a Hanging Light Bulb

Adi Shamir, Yuval Elovici, Ben Nassi, 2021, CCS.

Sweep-to-Unlock: Fingerprinting Smartphones based on Loudspeaker Roll-off Characteristics

Yuval Elovici, Asaf Shabtai, Bogdan Groza, 2021, IEEE Transactions on Mobile Computing.

A dual-layer context-based architecture for the detection of anomalous instructions sent to medical devices

Yuval Shahar, Yuval Elovici, Erez Shalom, 2021, Artif. Intell. Medicine.

A Framework for Modeling Cyber Attack Techniques from Security Vulnerability Descriptions

Yuval Elovici, Asaf Shabtai, Masaki Inokuchi, 2021, KDD.

Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants

Lior Rokach, Yuval Elovici, Asaf Shabtai, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Heuristic Approach for Countermeasure Selection Using Attack Graphs

Yoshinobu Ohta, Yuval Elovici, Asaf Shabtai, 2021, 2021 IEEE 34th Computer Security Foundations Symposium (CSF).

On the Rationality and Optimality of Transportation Networks Defense

Shlomo Bekhor, Rami Puzis, Yaniv Altshuler, 2015 .

Security and Privacy in Social Networks

Armin B. Cremers, Yaniv Altshuler, Yuval Elovici, 2014, Springer New York.

Bridging the Air-Gap by Manipulating the Environment Temperature

Mordechai Guri, Yuval Elovici, Yisroel Mirsky, 2017 .

Fast algorithm for successive computation of group betweenness centrality.

Rami Puzis, Yuval Elovici, Shlomi Dolev, 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

Combined network analysis and machine learning allows the prediction of metabolic pathways from tomato metabolomics data

Rami Puzis, Yuval Elovici, Aaron Fait, 2019, Communications Biology.

Group Decision Support for Leisure Activities Using Voting and Social Networks

Meir Kalech, Yuval Elovici, Ofrit Lesser, 2017 .

Trawling Traffic under Attack

Polina Zilberman, Yuval Elovici, Shlomi Dolev, 2009 .

Unknown Malicious Code Detection – Practical Issues

Yuval Elovici, Robert Moskovitch, Y. Elovici, 2008 .