Salvatore J. Stolfo

发表

The ALEXSYS mortgage pool allocation system

Salvatore J. Stolfo, Philip K. Chan, Leland Woodbury, 1991, Proceedings First International Conference on Artificial Intelligence Applications on Wall Street.

AI Approaches to Fraud Detection and Risk Management

Salvatore J. Stolfo, Tom Fawcett, Ira J. Haimowitz, 1998, AI Mag..

Experimental results of cross-site exchange of web content Anomaly Detector alerts

Salvatore J. Stolfo, Angelos Stavrou, Nathaniel Boggs, 2010, 2010 IEEE International Conference on Technologies for Homeland Security (HST).

Adaptive Model Generation

Salvatore J. Stolfo, Eleazar Eskin, Andrew Honig, 2002, Applications of Data Mining in Computer Security.

JAM: Java Agents for Meta-Learning over Distributed Databases

Salvatore J. Stolfo, Philip K. Chan, Wenke Lee, 1997, KDD.

Insider Attack and Cyber Security - Beyond the Hacker

Salvatore J. Stolfo, Sean W. Smith, Angelos D. Keromytis, 2008, Advances in Information Security.

Learning Meta-Rule Control of Production Systems from Execution Traces

Salvatore J. Stolfo, Malcolm C. Harrison, S. Stolfo, 1980 .

Explanation and Acquisition in Expert Systems Using Support Knowledge

Salvatore J. Stolfo, Alexander J. Pasik, Jens Christensen, 1985 .

DADO: ATREE-STRUCXUREDMACRINE ARCRITECTURE FoRERODUcTIONSYSTEMS*

Salvatore J. Stolfo, David E. Shaw, 1982 .

Incremental evaluation of rules and its relationship to parallelism

Salvatore J. Stolfo, Yechiam Yemini, Ouri Wolfson, 1991, SIGMOD '91.

Revisiting the myth of Cisco IOS diversity: recent advances in reliable shellcode design

Salvatore J. Stolfo, Ang Cui, Jatin Kataria, 2013, Inf. Manag. Comput. Secur..

Pruning Classifiers in a Distributed Meta-Learning System

Salvatore J. Stolfo, Andreas L. Prodromidis, S. Stolfo, 1998 .

Progressive modeling

Philip S. Yu, Salvatore J. Stolfo, Haixun Wang, 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..

A link mining algorithm for earnings forecast and trading

Salvatore J. Stolfo, Germán Creamer, Germán G. Creamer, 2009, Data Mining and Knowledge Discovery.

A fully distributed framework for cost-sensitive data mining

Philip S. Yu, Salvatore J. Stolfo, Haixun Wang, 2002, Proceedings 22nd International Conference on Distributed Computing Systems.

Cost-based modeling for fraud and intrusion detection: results from the JAM project

Salvatore J. Stolfo, Philip K. Chan, Wei Fan, 2000, Proceedings DARPA Information Survivability Conference and Exposition. DISCEX'00.

Initial Performance of the DADO2 Prototype

Salvatore J. Stolfo, S. Stolfo, 1987, Computer.

One-Class Training for Masquerade Detection

Salvatore J. Stolfo, Ke Wang, S. Stolfo, 2003 .

Experiments on multistrategy learning by meta-learning

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 1993, CIKM '93.

Ethics in security vulnerability research

Salvatore J. Stolfo, Angelos D. Keromytis, Ang Cui, 2010, IEEE Security & Privacy.

BotSwindler: Tamper Resistant Injection of Believable Decoys in VM-Based Hosts for Crimeware Detection

Salvatore J. Stolfo, Angelos D. Keromytis, Stelios Sidiroglou, 2010, RAID.

Active authentication using file system decoys and user behavior modeling: results of a large scale study

Malek Ben Salem, Salvatore J. Stolfo, Shlomo Hershkop, 2019, Comput. Secur..

Keep your friends close: the necessity for updating an anomaly sensor with legitimate environment changes

Salvatore J. Stolfo, Angelos Stavrou, Michael E. Locasto, 2009, AISec '09.

Toward Multi-Strategy Parallel & Distributed Learning in Sequence Analysis

Salvatore J. Stolfo, Philip K. Chan, 1993, ISMB.

Dynamic neighborhood bounding for Monte Carlo simulation

Salvatore J. Stolfo, Jason S. Glazier, 1993, WSC '93.

Casting out Demons: Sanitizing Training Data for Anomaly Sensors

Salvatore J. Stolfo, Angelos Stavrou, Michael E. Locasto, 2008, 2008 IEEE Symposium on Security and Privacy (sp 2008).

Automatic Discovery of Heuristics for Nondeterministic Programs From Sample Execution Traces

Salvatore J. Stolfo, 2018 .

Cost Complexity Pruning of Ensemble Classifiers

Salvatore J. Stolfo, Andreas L. Prodromidis, S. Stolfo, 2000 .

Measuring Security

Salvatore J. Stolfo, Steven M. Bellovin, David Evans, 2011, IEEE Security & Privacy.

Data sanitization: improving the forensic utility of anomaly detection systems

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2007 .

Dado: A Tree-Structured Architecture for Artificial Intelligence Computation

Salvatore J. Stolfo, Daniel P. Miranker, S. Stolfo, 1986 .

The SPARCHS Project: Hardware Support for Software Security

Salvatore J. Stolfo, Junfeng Yang, Angelos D. Keromytis, 2011, 2011 First SysSec Workshop.

Citizen's Attitudes about Privacy While Accessing Government and Private Websites: Results of an Online Study

Salvatore J. Stolfo, Eric Johnson, Stephen Jan, 2003, DG.O.

An extensible meta-learning approach for scalable and accurate inductive learning

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 1996 .

Incremental database rule processing in PARADISER

Salvatore J. Stolfo, Ouri Wolfson, Hasanat M. Dewan, 1992, Journal of Intelligent Information Systems.

Email archive analysis through graphical visualization

Salvatore J. Stolfo, Shlomo Hershkop, Wei-Jen Li, 2004, VizSEC/DMSEC '04.

A Comparative Evaluation of Meta-Learning Strategies over Large and Distributed Data Sets

Salvatore J. Stolfo, Andreas L. Prodromidisand, 2008 .

Cost-sensitive, scalable and adaptive learning using ensemble-based methods

Salvatore J. Stolfo, Wei Fan, 2001 .

Lost in Translation: Improving Decoy Documents via Automated Translation

Salvatore J. Stolfo, Nathaniel Boggs, Jonathan Voris, 2012, 2012 IEEE Symposium on Security and Privacy Workshops.

Heisenbyte: Thwarting Memory Disclosure Attacks using Destructive Code Reads

Salvatore J. Stolfo, Simha Sethumadhavan, Adrian Tang, 2015, CCS.

The application of AdaBoost for distributed, scalable and on-line learning

Salvatore J. Stolfo, Wei Fan, Junxin Zhang, 1999, KDD '99.

Tug-of-War: Observations on Unified Content Handling pdf

Salvatore J. Stolfo, Dimitris Mitropoulos, Angelos D. Keromytis, 2017, ArXiv.

ACE: An Expert System for Telephone Cable Maintenance

Salvatore J. Stolfo, John E. Zielinski, Gregg T. Vesonder, 1983, IJCAI.

Anomalous Payload-Based Network Intrusion Detection

Salvatore J. Stolfo, Ke Wang, S. Stolfo, 2004, RAID.

||PSL: A Parallel Lisp for the DADO Machine

Salvatore J. Stolfo, Gerald Q. Maguire, Michael K. van Biema, 1984 .

Sparse: a hybrid system for malcode-bearing document detection

Salvatore J. Stolfo, Wei-Jen Li, 2008 .

System Reorganization and Load Balancing of Parallel Database Rule Processing

Salvatore J. Stolfo, Hasanat M. Dewan, 1993, ISMIS.

On the Design and Execution of Cyber-Security User Studies: Methodology, Challenges, and Lessons Learned

Malek Ben Salem, Salvatore J. Stolfo, 2011, CSET.

Baiting Inside Attackers Using Decoy Documents

Salvatore J. Stolfo, Angelos D. Keromytis, Shlomo Hershkop, 2009, SecureComm.

USENIX Association Proceedings of the FREENIX Track : 2001 USENIX Annual

Salvatore J. Stolfo, Erez Zadok, Eleazar Eskin, 2001 .

Effective and Efficient Pruning of Meta-Classifiers in a Distributed Data Mining System

Salvatore J. Stolfo, Andreas L. Prodromidis, Philip K. Chan, 1998 .

Improving readiness for enterprise migration to the cloud

Salvatore J. Stolfo, Kun Bai, Jinho Hwang, 2014, Industry papers.

The merge/purge problem for large databases

Salvatore J. Stolfo, Mauricio A. Hernández, S. Stolfo, 1995, SIGMOD '95.

A comparison of one-class bag-of-words user behavior modeling techniques for masquerade detection

Malek Ben Salem, Salvatore J. Stolfo, 2012, Secur. Commun. Networks.

Mining Databases with Different Schemas: Integrating Incompatible Classifiers

Salvatore J. Stolfo, Andreas L. Prodromidis, S. Stolfo, 1998, KDD.

Data Collection and Analysis for Masquerade Attack Detection: Challenges and Lessons Learned

Malek Ben Salem, Salvatore J. Stolfo, 2011 .

A Network Access Control Mechanism Based on Behavior Profiles

Salvatore J. Stolfo, Angelos D. Keromytis, Vanessa Frías-Martínez, 2009, 2009 Annual Computer Security Applications Conference.

Unsupervised Anomaly-Based Malware Detection Using Hardware Features pdf

Salvatore J. Stolfo, Simha Sethumadhavan, Adrian Tang, 2014, RAID.

Apparatus, method and means for detecting an abnormality payload distribution using n-gram normal data

Salvatore J. Stolfo, Ke Wang, 2004 .

Adaptive Model Generation: An Architecture for Deployment of Data Mining-Based Intrusion Detection Systems

Salvatore J. Stolfo, Eleazar Eskin, Andrew Honig, 2002 .

A Genre-based Clustering Approach to Content Extraction

Salvatore J. Stolfo, Hila Becker, Gail E. Kaiser, 2005 .

Reflections on the engineering and operation of a large-scale embedded device vulnerability scanner

Salvatore J. Stolfo, Ang Cui, 2011, BADGERS '11.

On the infeasibility of modeling polymorphic shellcode

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2007, CCS '07.

Is CAD/CAM Ready for AI?

Salvatore J. Stolfo, S. Stolfo, 1985 .

PARULE: Parallel Rule Processing Using Meta-rules for Redaction

Salvatore J. Stolfo, Philip K. Chan, Leland Woodbury, 1991, J. Parallel Distributed Comput..

Parallel Programming of Rule-based Systems in PARULEL

Salvatore J. Stolfo, Mauricio A. Hernandez, 1993 .

Decoy Applications for Continuous Authentication on Mobile Devices

Malek Ben Salem, Salvatore J. Stolfo, Jonathan Voris, 2014 .

A digital government for the 21st century

Salvatore J. Stolfo, Herbert Schorr, S. Stolfo, 1998, CACM.

Modeling system calls for intrusion detection with dynamic window sizes

Salvatore J. Stolfo, Eleazar Eskin, Wenke Lee, 2001, Proceedings DARPA Information Survivability Conference and Exposition II. DISCEX'01.

Architecture and Applications of DADO: A Large-Scale Parallel Computer for Artificial Intelligence

Salvatore J. Stolfo, David Elliot Shaw, Daniel P. Miranker, 1983, IJCAI.

Combining Behavior Models to Secure Email Systems

Salvatore J. Stolfo, Ke Wang, Shlomo Hershkop, 2003 .

On the feasibility of online malware detection with performance counters

Salvatore J. Stolfo, Simha Sethumadhavan, Matthew Maycock, 2013, ISCA.

LPS Algorithms: A Detailed Examination

Salvatore J. Stolfo, Stephen Taylor, Andy Lowry, 1984 .

Network payload-based anomaly detection and content-based alert correlation

Salvatore J. Stolfo, Ke Wang, S. Stolfo, 2007 .

Scalability of Learning Arbiter and Combiner Trees from Partitioned Data

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 1997 .

Behavior-based email analysis with application to spam detection

Salvatore J. Stolfo, Shlomo Hershkop, S. Stolfo, 2006 .

A parallel and distributed environment for database rule processing: open problems and future directions

Salvatore J. Stolfo, D. Ohsie, Hasanat M. Dewan, 1995 .

User-Defined Predicates in OPS5: A Needed Language Extension for Financial Expert Systems

Salvatore J. Stolfo, Daniel P. Miranker, Alexander J. Pasik, 1989 .

When Firmware Modifications Attack: A Case Study of Embedded Exploitation

Salvatore J. Stolfo, Michael Costello, Ang Cui, 2013, NDSS.

Logic Programming Using Parallel Associative Operations

Salvatore J. Stolfo, Stephen Taylor, Gerald Q. Maguire, 1984, SLP.

Privacy-preserving payload-based correlation for accurate malicious traffic detection

Salvatore J. Stolfo, Ke Wang, Janak J. Parekh, 2006, LSAD '06.

Bait and Snitch: Defending Computer Systems with Decoys

Salvatore J. Stolfo, Angelos D. Keromytis, Jonathan Voris, 2013 .

Toward Scalable Learning with Non-Uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 1998, KDD.

Management of intelligent learning agents in distributed data mining systems

Salvatore J. Stolfo, Andreas L. Prodromidis, S. Stolfo, 1999 .

Automatic Discovery of Heuristics for Nondeterministic Programs

Salvatore J. Stolfo, Malcolm C. Harrison, S. Stolfo, 1979, IJCAI.

Sparse sequence modeling with applications to computational biology and intrusion detection

Salvatore J. Stolfo, Eleazar Eskin, E. Eskin, 2002 .

PROLOG on the DADO Machine: A Parallel System For High-Speed Logic Programming

Salvatore J. Stolfo, David E. Shaw, Stephen Taylor, 1983 .

Towards the digital government of the 21st century: a report from the workshop on research and development opportunities in federal information services

Salvatore J. Stolfo, Herbert Schorr, 2000, DG.O.

System Level User Behavior Biometrics using Fisher Features and Gaussian Mixture Models

Malek Ben Salem, Salvatore J. Stolfo, Shlomo Hershkop, 2013, 2013 IEEE Security and Privacy Workshops.

Using artificial anomalies to detect unknown and known network intrusions

Salvatore J. Stolfo, Philip K. Chan, Wei Fan, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Motivating Security-Aware Energy Management

Salvatore J. Stolfo, Simha Sethumadhavan, Adrian Tang, 2018, IEEE Micro.

Is production system matching interesting?

Salvatore J. Stolfo, Daniel P. Miranker, Jaime G. Carbonell, 1992, Proceedings Fourth International Conference on Tools with Artificial Intelligence TAI '92.

Automated Intrusion Detection Using NFR: Methods and Experiences

Salvatore J. Stolfo, Wenke Lee, Christopher T. Park, 1999, Workshop on Intrusion Detection and Network Monitoring.

Concurrency attacks

Salvatore J. Stolfo, Junfeng Yang, Simha Sethumadhavan, 2012, HotPar'12.

One Class Support Vector Machines for Detecting Anomalous Windows Registry Accesses

Salvatore J. Stolfo, Angelos D. Keromytis, Katherine A. Heller, 2003 .

Smashing the Stack with Hydra: The Many Heads of Advanced Polymorphic Shellcode

Salvatore J. Stolfo, Yingbo Song, Pratap Prabhu, 2009 .

Mining databases with dierent schemas: Integrating incompatible classifers

Salvatore J. Stolfo, Andreas L. Prodromidis, S. Stolfo, 1998 .

A Geometric Framework for Unsupervised Anomaly Detection

Salvatore J. Stolfo, Eleazar Eskin, Michael J. Prerau, 2002, Applications of Data Mining in Computer Security.

Toward Cost-Sensitive Modeling for Intrusion Detection and Response

Salvatore J. Stolfo, Erez Zadok, Wei Fan, 2002, J. Comput. Secur..

Scalable Parallel and Distributed Expert Database Systems with Predictive Load Balancing

Salvatore J. Stolfo, Leland Woodbury, Hasanat M. Dewan, 1994, J. Parallel Distributed Comput..

CLKSCREW: Exposing the Perils of Security-Oblivious Energy Management

Salvatore J. Stolfo, Simha Sethumadhavan, Adrian Tang, 2017, USENIX Security Symposium.

FLIPS: Hybrid Adaptive Intrusion Prevention

Salvatore J. Stolfo, Angelos D. Keromytis, Ke Wang, 2005, RAID.

Meta-level control of rule execution in a parallel and distributed expert database system

Salvatore J. Stolfo, Hasanat M. Dewan, 1994, Proceedings of IEEE International Workshop on Research Issues in Data Engineering: Active Databases Systems.

Toward Cost-Sensitive Modeling for Intrusion Detection

Salvatore J. Stolfo, Erez Zadok, Wenke Lee, 2000 .

Detecting Masqueraders: A Comparison of One-Class Bag-of-Words User Behavior Modeling Techniques

Malek Ben Salem, Salvatore J. Stolfo, 2010, J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl..

Host-based Anomaly Detection Using Wrapping File Systems

Salvatore J. Stolfo, Shlomo Hershkop, Linh H. Bui, 2004 .

The PARULEL Parallel Rule Language

Salvatore J. Stolfo, Ouri Wolfson, Hasanat M. Dewan, 1991, ICPP.

NEZHA: Efficient Domain-Independent Differential Testing

Salvatore J. Stolfo, Angelos D. Keromytis, Suman Jana, 2017, 2017 IEEE Symposium on Security and Privacy (SP).

An overview of the DADO parallel computer

Salvatore J. Stolfo, Gerald Q. Maguire, Mark D. Lerner, 1984 .

Measuring Drive-by Download Defense in Depth

Salvatore J. Stolfo, Senyao Du, Nathaniel Boggs, 2014, RAID.

The DADO Parallel Computer

Salvatore J. Stolfo, S. Stolfo, 1983 .

Combining Knowledge Discovery and Knowledge Engineering to Build IDSs

Salvatore J. Stolfo, Wenke Lee, Wenke Lee, 1999, Recent Advances in Intrusion Detection.

Parallel processor with binary tree structure.

Salvatore J. Stolfo, Daniel P. Miranker, S. Stolfo, 1987 .

Anomaly Detection at Multiple Scales (ADAMS)

Salvatore J. Stolfo, Angelos D. Keromytis, Shlomo Hershkop, 2011 .

Combining a Baiting and a User Search Profiling Techniques for Masquerade Detection

Malek Ben Salem, Salvatore J. Stolfo, S. Stolfo, 2011 .

DADO: A Parallel Processor for Expert Systems

Salvatore J. Stolfo, Daniel P. Miranker, S. Stolfo, 1984 .

Toward Scalable and Parallel Inductive Learning: A Case Study in Splice Junction Prediction

Salvatore J. Stolfo, Philip K. Chan, 1994 .

On the infeasibility of modeling polymorphic shellcode - Re-thinking the role of learning in intrusi

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2010 .

Intrusion and anomaly detection model exchange for mobile ad-hoc networks

Salvatore J. Stolfo, Ke Wang, Janak J. Parekh, 2006, CCNC 2006. 2006 3rd IEEE Consumer Communications and Networking Conference, 2006..

Large Scale System Defense

Salvatore J. Stolfo, Steven M. Bellovin, Angelos D. Keromytis, 2008 .

A system for generating and injecting indistinguishable network decoys

Salvatore J. Stolfo, Angelos D. Keromytis, Brian M. Bowen, 2012, J. Comput. Secur..

A quantitative analysis of the insecurity of embedded network devices: results of a wide-area scan

Salvatore J. Stolfo, Ang Cui, S. Stolfo, 2010, ACSAC '10.

Five Parallel Algorithms for Production System Execution on the DADO Machine

Salvatore J. Stolfo, 1984, AAAI.

You Are What You Use: An Initial Study of Authenticating Mobile Users via Application Usage

Malek Ben Salem, Salvatore J. Stolfo, Jonathan Voris, 2016, MobiCASE.

A framework for constructing features and models for intrusion detection systems

Salvatore J. Stolfo, Wenke Lee, Wenke Lee, 2000, TSEC.

Database research at Columbia University

Salvatore J. Stolfo, Gail E. Kaiser, Luis Gravano, 1998, SGMD.

Quantifying Application Behavior Space for Detection and Self-Healing

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2006 .

Privacy-Preserving Sharing of Sensitive Information

Salvatore J. Stolfo, Gene Tsudik, 2010, IEEE Secur. Priv..

Cross-Domain Collaborative Anomaly Detection: So Far Yet So Close

Salvatore J. Stolfo, Angelos Stavrou, Nathaniel Boggs, 2011, RAID.

Integrating multiple learned models for improving and scaling machine learning algorithms

Salvatore J. Stolfo, Patrick Chan, David Wolpert, 1996 .

A Behavior-Based Approach to Securing Email Systems

Salvatore J. Stolfo, Ke Wang, Shlomo Hershkop, 2003, MMM-ACNS.

A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits

Philip S. Yu, Salvatore J. Stolfo, Haixun Wang, 2002, SDM.

Using Diversity to Harden Multithreaded Programs Against Exploitation

Salvatore J. Stolfo, Michalis Polychronakis, David M. Tagatac, 2016, 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS).

Surveillance detection in high bandwidth environments

Salvatore J. Stolfo, Seth Robertson, Eric V. Siegel, 2003, Proceedings DARPA Information Survivability Conference and Exposition.

SPARCHS: Symbiotic, Polymorphic, Automatic, Resilient, Clean-Slate, Host Security

Salvatore J. Stolfo, Junfeng Yang, Angelos D. Keromytis, 2016 .

Algorithms for mining system audit data

Salvatore J. Stolfo, Wenke Lee, Kui W. Mok, 2002 .

Distributed data mining in credit card fraud detection

Salvatore J. Stolfo, Philip K. Chan, Wei Fan, 1999, IEEE Intell. Syst..

An Email Worm Vaccine Architecture

Salvatore J. Stolfo, Angelos D. Keromytis, John Ioannidis, 2005, ISPEC.

The MEERKATS Cloud Security Architecture

Salvatore J. Stolfo, Junfeng Yang, Angelos D. Keromytis, 2012, 2012 32nd International Conference on Distributed Computing Systems Workshops.

Towards Effective Masquerade Attack Detection

Malek Ben Salem, Salvatore J. Stolfo, S. Stolfo, 2012 .

On the infeasibility of modeling polymorphic shellcode

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2009, Machine Learning.

Extracting context to improve accuracy for HTML content extraction

Salvatore J. Stolfo, Gail E. Kaiser, Suhit Gupta, 2005, WWW '05.

A Multiple Model Cost-Sensitive Approach for Intrusion Detection

Salvatore J. Stolfo, Wei Fan, Wenke Lee, 2000, ECML.

Addressing the Insider Threat

Salvatore J. Stolfo, Shari Lawrence Pfleeger, S. Pfleeger, 2009, IEEE Security & Privacy Magazine.

Print Me If You Dare: Firmware Modification Attacks and the Rise of Printer Malware

Salvatore J. Stolfo, Ang Cui, S. Stolfo, 2011 .

On the Infeasibility of Modeling Polymorphic Shellcode for Signature Detection

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2007 .

LPS Algorithms: A Critical Analysis

Salvatore J. Stolfo, Stephen Taylor, Andy Lowry, 1984 .

Guest Editors' Introduction: The Science of Security

Salvatore J. Stolfo, David Evans, David Evans, 2011, IEEE Secur. Priv..

A Data Mining and CIDF Based Approach for Detecting Novel and Distributed Intrusions

Salvatore J. Stolfo, Wenke Lee, Thuan T. Tran, 2000, Recent Advances in Intrusion Detection.

Masquerade Detection Using a Taxonomy-Based Multinomial Modeling Approach in UNIX Systems

Malek Ben Salem, Salvatore J. Stolfo, 2008 .

Predictive dynamic load balancing of parallel hash-joins over heterogeneous processors in the presence of data skew

Salvatore J. Stolfo, Mauricio A. Hernández, Hasanat M. Dewan, 1994, Proceedings of 3rd International Conference on Parallel and Distributed Information Systems.

Insider Threat Defense

Malek Ben Salem, Salvatore J. Stolfo, Brian M. Bowen, 2011, Encyclopedia of Cryptography and Security.

Modeling User Search Behavior for Masquerade Detection

Malek Ben Salem, Salvatore J. Stolfo, 2011, RAID.

Spectrogram: A Mixture-of-Markov-Chains Model for Anomaly Detection in Web Traffic

Salvatore J. Stolfo, Angelos D. Keromytis, Yingbo Song, 2009, NDSS.

More Rules May Mean Faster Parallel Execution

Salvatore J. Stolfo, Daniel P. Miranker, Russell C. Mills, 1985 .

Defending Embedded Systems with Software Symbiotes

Salvatore J. Stolfo, Ang Cui, S. Stolfo, 2011, RAID.

Genre Classification of Websites Using Search Engine Snippets

Salvatore J. Stolfo, Gail E. Kaiser, Hila Becker, 2005 .

Scalability of Machine to Machine systems and the Internet of Things on LTE mobile networks

Salvatore J. Stolfo, Roger Piqueras Jover, Jill Jermyn, 2015, 2015 IEEE 16th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM).

A coding approach to event correlation

Salvatore J. Stolfo, Yechiam Yemini, Shaula Yemini, 1995, Integrated Network Management.

A Parallel and Distributed Environment for Knowledge-base Processing: Open Problems and Future Directions

Salvatore J. Stolfo, Leland Woodbury, D. Ohsie, 1993 .

Toward parallel and distributed learning by meta-learning

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 1993 .

A simple preprocessing scheme to extract and balance implicit parallelism in the concurrent match of production rules

Salvatore J. Stolfo, D M Miranker, R C Mills, 1986 .

A data mining framework for building intrusion detection models

Salvatore J. Stolfo, Wenke Lee, Kui W. Mok, 1999, Proceedings of the 1999 IEEE Symposium on Security and Privacy (Cat. No.99CB36344).

A temporal based forensic analysis of electronic communication

Salvatore J. Stolfo, Shlomo Hershkop, Germán Creamer, 2006, DG.O.

Analyzing prolog programs

Salvatore J. Stolfo, Stephen Taylor, Gerald Q. Maguire, 1984 .

Collaborative Distributed Intrusion Detection

Salvatore J. Stolfo, Angelos D. Keromytis, Vishal Misra, 2004 .

Mining in a data-flow environment: experience in network intrusion detection

Salvatore J. Stolfo, Wenke Lee, Kui W. Mok, 1999, KDD '99.

Cost-Sensitive Modeling for Intrusion Detection

Salvatore J. Stolfo, Wei Fan, Wenke Lee, 2006 .

Verifying genre-based clustering approach to content extraction

Salvatore J. Stolfo, Gail E. Kaiser, Hila Becker, 2006, WWW '06.

Worm and Attack Early Warning

Salvatore J. Stolfo, 2004, IEEE Secur. Priv..

On the Design of Parallel Production System Machines: What's in a LIP?

Salvatore J. Stolfo, S. Stolfo, 1983 .

The NON-VON Database Machine: An Overview

Salvatore J. Stolfo, Hussein A. H. Ibrahim, David E. Shaw, 1981 .

Anomaly Detection in Computer Security and an Application to File System Accesses

Salvatore J. Stolfo, Ke Wang, Shlomo Hershkop, 2005, ISMIS.

Brave New World: Pervasive Insecurity of Embedded Network Devices

Salvatore J. Stolfo, Ang Cui, Pratap V. Prabhu, 2009, RAID.

Detecting sound events in basketball video archive

Salvatore J. Stolfo, Wei Fan, Dongqing Zhang, 2001 .

SPARSE: A Hybrid System to Detect Malcode-Bearing Documents

Salvatore J. Stolfo, Wei-Jen Li, S. Stolfo, 2008 .

Behavior-Based Network Access Control: A Proof-of-Concept

Salvatore J. Stolfo, Angelos D. Keromytis, Vanessa Frías-Martínez, 2008, ISC.

Adaptive Anomaly Detection via Self-calibration and Dynamic Updating

Salvatore J. Stolfo, Angelos Stavrou, Michael E. Locasto, 2009, RAID.

Data mining methods for detection of new malicious executables

Salvatore J. Stolfo, Erez Zadok, Eleazar Eskin, 2001, Proceedings 2001 IEEE Symposium on Security and Privacy. S&P 2001.

Distributed Data Mining: The JAM system architecture

Salvatore J. Stolfo, Andreas L. Prodromidis, Shelley Tselepis, 2001 .

ACE: An Expert System Supporting Analysis and Management Decision Making

Salvatore J. Stolfo, Gregg T. Vesonder, S. Stolfo, 1982 .

Research in attacks, intrusions, and defenses : 16th international symposium, RAID 2013, Rodney Bay, St. Lucia, October 23-25, 2013 : proceedings

Salvatore J. Stolfo, Charles V. Wright, Angelos Stavrou, 2013 .

AdaCost: Misclassification Cost-Sensitive Boosting

Salvatore J. Stolfo, Philip K. Chan, Wei Fan, 1999, ICML.

A Note on Implementing OPS5 Production Systems on DADO

Salvatore J. Stolfo, S. Stolfo, 1984 .

Towards the Parallel Execution of Rules in Production System Programs

Salvatore J. Stolfo, Toru Ishida, 1985, ICPP.

Email mining toolkit supporting law enforcement forensic analyses

Salvatore J. Stolfo, Shlomo Hershkop, 2005, DG.O.

STAND: Sanitization Tool for ANomaly Detection

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2007 .

Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem

Salvatore J. Stolfo, Mauricio A. Hernández, S. Stolfo, 1998, Data Mining and Knowledge Discovery.

The DADO Production System Machine

Salvatore J. Stolfo, Daniel P. Miranker, S. Stolfo, 1986, J. Parallel Distributed Comput..

Anagram: A Content Anomaly Detector Resistant to Mimicry Attack

Salvatore J. Stolfo, Ke Wang, Janak J. Parekh, 2006, RAID.

Killing the Myth of Cisco IOS Diversity: Recent Advances in Reliable Shellcode Design

Salvatore J. Stolfo, Ang Cui, Jatin Kataria, 2011, WOOT.

Designing Host and Network Sensors to Mitigate the Insider Threat

Malek Ben Salem, Salvatore J. Stolfo, Angelos D. Keromytis, 2009, IEEE Security & Privacy.

Identifying spam without peeking at the contents

Salvatore J. Stolfo, Shlomo Hershkop, 2004, CROS.

On the Accuracy of Meta-learning for Scalable Data Mining

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 2004, Journal of Intelligent Information Systems.

BARTER: Behavior Profile Exchange for Behavior-Based Admission and Access Control in MANETs

Salvatore J. Stolfo, Angelos D. Keromytis, Vanessa Frías-Martínez, 2009, ICISS.

Detecting Viral Propagations Using Email Behavior Profiles

Salvatore J. Stolfo, Ke Wang, Shlomo Hershkop, 2003 .

Keynote panel

Salvatore J. Stolfo, George Hull, Doug Maughan, 2009, CSIIRW '09.

Adaptive Intrusion Detection: A Data Mining Approach

Salvatore J. Stolfo, Wenke Lee, Kui W. Mok, 2000, Artificial Intelligence Review.

Learning Rules from System Call Arguments and Sequences for Anomaly 20 Detection

Salvatore J. Stolfo, Angelos D. Keromytis, Robert K. Cunningham, 2003 .

Credit Card Fraud Detection Using Meta-Learning: Issues and Initial Results 1

Salvatore J. Stolfo, Philip K. Chan, Wenke Lee, 1997 .

Agent-based fraud and intrusion detection in finan-cial information systems

Salvatore J. Stolfo, Wenke Lee, Andreas L. Prodromidis, 1997 .

Simulated User Bots: Real Time Testing of Insider Threat Detection Systems

Salvatore J. Stolfo, Gabriel Ryan, Preetam Dutta, 2018, 2018 IEEE Security and Privacy Workshops (SPW).

A Study of Malcode-Bearing Documents

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2007, DIMVA.

Data Mining Approaches for Intrusion Detection

Salvatore J. Stolfo, Wenke Lee, Wenke Lee, 1998, USENIX Security Symposium.

LPS Algorithms

Salvatore J. Stolfo, Stephen Taylor, Andy Lowry, 1984, FGCS.

Agent-Based Distributed Learning Applied to Fraud Detection

Salvatore J. Stolfo, Andreas L. Prodromidis, 1999 .

DADO: A Parallel Computer for Artificial Intelligence

Salvatore J. Stolfo, S. Stolfo, 1985 .

Data mining-based intrusion detectors: an overview of the columbia IDS project

Salvatore J. Stolfo, Philip K. Chan, Wei Fan, 2001, SGMD.

The Do-loop Considered Harmful in Production System Programming

Salvatore J. Stolfo, Daniel P. Miranker, Michael van Biema, 1986, Expert Database Conf..

Model Aggregation for Distributed Content Anomaly Detection

Salvatore J. Stolfo, Nathaniel Boggs, Sean Whalen, 2014, AISec '14.

Masquerade Attack Detection Using a Search-Behavior Modeling Approach

Malek Ben Salem, Salvatore J. Stolfo, S. Stolfo, 2009 .

Report on Workshop on High Performance Computing and Communications for Grand Challenge Applications: Computer Vision, Speech and Natural Language Processing, and Artificial Intelligence

Salvatore J. Stolfo, Sergei Nirenburg, Richard E. Korf, 1993, IEEE Trans. Knowl. Data Eng..

A Comparative Evaluation of Voting and Meta-learning on Partitioned Data

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 1995, ICML.

Polymorphic shellcode: the demise of signature-based detection

Salvatore J. Stolfo, S. Stolfo, 2009, CSIIRW '09.

Mining Audit Data to Build Intrusion Detection Models

Salvatore J. Stolfo, Wenke Lee, Kui W. Mok, 1998, KDD.

Automating the injection of believable decoys to detect snooping

Salvatore J. Stolfo, Angelos D. Keromytis, Brian M. Bowen, 2010, WiSec '10.

Sharing Learned Models among Remote Database Partitions by Local Meta-Learning

Salvatore J. Stolfo, Philip K. Chan, 1996, KDD.

Speech Recognition in Parallel

Salvatore J. Stolfo, Zvi Galil, Kathleen McKeown, 1989, HLT.

Improving Production System Performance on Parallel Architectures by Creating Constrained Copies of Rules

Salvatore J. Stolfo, Alexander J. Pasik, 1987 .

Software decoys for insider threat

Salvatore J. Stolfo, Younghee Park, S. Stolfo, 2012, ASIACCS '12.

Combining email models for false positive reduction

Salvatore J. Stolfo, Shlomo Hershkop, S. Stolfo, 2005, KDD '05.

DADO: A Tree-Structured Machine Architecture for Production Systems

Salvatore J. Stolfo, David Elliot Shaw, D. E. Shaw, 1982, AAAI.

Behavior Profiling of Email

Salvatore J. Stolfo, Ke Wang, Shlomo Hershkop, 2003, ISI.

From prey to hunter: transforming legacy embedded devices into exploitation sensor grids

Salvatore J. Stolfo, Ang Cui, Jatin Kataria, 2011, ACSAC '11.

Unification in a Parallel Environment

Salvatore J. Stolfo, Stephen Taylor, Daphne Tzoar, 1984 .

Minimal Cost Complexity Pruning of Meta-Classifiers

Salvatore J. Stolfo, Andreas L. Prodromidis, 1999, AAAI/IAAI.

Programming the DADO Machine: An Introduction to PPL/M

Salvatore J. Stolfo, Daniel P. Miranker, David E. Shaw, 1982 .

Behavior-based network traffic synthesis

Salvatore J. Stolfo, Tony Jebara, Yingbo Song, 2011, 2011 IEEE International Conference on Technologies for Homeland Security (HST).

Fox in the trap: thwarting masqueraders via automated decoy document deployment

Salvatore J. Stolfo, Nathaniel Boggs, Jonathan Voris, 2015, EUROSEC.

Real time data mining-based intrusion detection

Salvatore J. Stolfo, Philip K. Chan, Wei Fan, 2001, Proceedings DARPA Information Survivability Conference and Exposition II. DISCEX'01.

Monitoring Technologies for Mitigating Insider Threats

Malek Ben Salem, Salvatore J. Stolfo, Angelos D. Keromytis, 2010, Insider Threats in Cyber Security.

Synthetic Data Generation and Defense in Depth Measurement of Web Applications

Salvatore J. Stolfo, Senyao Du, Nathaniel Boggs, 2014, RAID.

Using artificial anomalies to detect unknown and known network intrusions

Salvatore J. Stolfo, Philip K. Chan, Wei Fan, 2003, Knowledge and Information Systems.

A comparative evaluation of two algorithms for Windows Registry Anomaly Detection

Salvatore J. Stolfo, Katherine A. Heller, Eleazar Eskin, 2005, J. Comput. Secur..

The Design and Implementation of System Level Language for the DADO Parallel Machine

Salvatore J. Stolfo, Gerald Q. Maguire, Michael K. van Biema, 1987 .

Learning Control of Production Systems

Salvatore J. Stolfo, S. Stolfo, 1979 .

Anti-Virus in Silicon

Salvatore J. Stolfo, Simha Sethumadhavan, John Demme, 2015 .

A Behavior-based Approach Towards Statistics-Preserving Network Trace Anonymization

Salvatore J. Stolfo, Yingbo Song, S. Stolfo, 2012 .

Fog Computing: Mitigating Insider Data Theft Attacks in the Cloud

Malek Ben Salem, Salvatore J. Stolfo, Angelos D. Keromytis, 2012, 2012 IEEE Symposium on Security and Privacy Workshops.

Detecting Malicious Software by Monitoring Anomalous Windows Registry Accesses

Salvatore J. Stolfo, Eleazar Eskin, Andrew Honig, 2002, RAID.

A silicon anti-virus engine

Salvatore J. Stolfo, Simha Sethumadhavan, Adrian Tang, 2015, 2015 IEEE Hot Chips 27 Symposium (HCS).

Performance of incremental update in database rule processing

Salvatore J. Stolfo, Hasanat M. Dewan, David Ohsie, 1994, Proceedings of IEEE International Workshop on Research Issues in Data Engineering: Active Databases Systems.

Does Profiling Make Us More Secure?

Salvatore J. Stolfo, Shari Lawrence Pfleeger, Michael Losavio, 2012, IEEE Secur. Priv..

Software-based Decoy System for Insider Threats

Salvatore J. Stolfo, Younghee Park, 2012, ASIACCS 2012.

Developing Collaborative Profiles of Attackers: A Longitudinal Study

Salvatore J. Stolfo, Michael E. Locasto, Janak Parekh, 2007 .

Anomaly Detection as a Service: Challenges, Advances, and Opportunities

Salvatore J. Stolfo, Long Cheng, Danfeng Yao, 2017, Anomaly Detection as a Service.

Erratum to: A link mining algorithm for earnings forecast and trading

Salvatore J. Stolfo, Germán Creamer, Germán G. Creamer, 2010, Data mining and knowledge discovery.

Segmentation and Automated Social Hierarchy Detection through Email Network Analysis

Salvatore J. Stolfo, Shlomo Hershkop, Germán Creamer, 2009, WebKDD/SNA-KDD.

Adaptive Model Generation for Intrusion Detection Systems

Salvatore J. Stolfo, Eleazar Eskin, Matthew Miller, 2000 .

Anomalous Payload-Based Worm Detection and Signature Generation

Salvatore J. Stolfo, Gabriela F. Cretu-Ciocarlie, Gabriela F. Cretu-Ciocarlie, 2005, RAID.

Fileprint analysis for Malware Detection 1

Salvatore J. Stolfo, Ke Wang, Wei-Jen Li, 2005 .

EMT/MET: systems for modeling and detecting errant email

Salvatore J. Stolfo, Ke Wang, Shlomo Hershkop, 2003, Proceedings DARPA Information Survivability Conference and Exposition.

Research in Attacks, Intrusions, and Defenses

Salvatore J. Stolfo, Christian Rossow, Jannik Pewny, 2013, Lecture Notes in Computer Science.

Behavior-Profile Clustering for False Alert Reduction in Anomaly Detection Sensors

Salvatore J. Stolfo, Angelos D. Keromytis, Vanessa Frías-Martínez, 2008, 2008 Annual Computer Security Applications Conference (ACSAC).

Predictive dynamic load balancing of parallel and distributed rule and query processing

Salvatore J. Stolfo, Mauricio A. Hernández, Hasanat M. Dewan, 1994, SIGMOD '94.

Markov Models for Network-Behavior Modeling and Anonymization

Salvatore J. Stolfo, Tony Jebara, Yingbo Song, 2011 .

Are maintenance expert systems practical now

Salvatore J. Stolfo, Peter Waldes, Janet Lustgarten, 1985 .

Learning Arbiter and Combiner Trees from Partitioned Data for Scaling Machine Learning

Salvatore J. Stolfo, Philip K. Chan, P. Chan, 1995, KDD.

Online Training and Sanitization of AD Systems

Salvatore J. Stolfo, Angelos Stavrou, Michael E. Locasto, 2007 .

Cost Complexity-Based Pruning of Ensemble Classifiers

Salvatore J. Stolfo, Andreas L. Prodromidis, S. Stolfo, 2001, Knowledge and Information Systems.

A Survey of Insider Attack Detection Research

Malek Ben Salem, Salvatore J. Stolfo, Shlomo Hershkop, 2008, Insider Attack and Cyber Security.

A Comparative Evaluation of Combiner and Stacked Generalization

Salvatore J. Stolfo, Philip K. Chan, David W. Fan, 2007 .

Symbiotes and defensive Mutualism: Moving Target Defense

Salvatore J. Stolfo, Ang Cui, 2011, Moving Target Defense.

Specialized Hardware for Production Systems

Salvatore J. Stolfo, David E. Shaw, 1981 .

PPL/M: The System Level Language for Programming the DADO Machine

Salvatore J. Stolfo, Daniel P. Miranker, Mark D. Lerner, 1984 .

The MINESTRONE Architecture Combining Static and Dynamic Analysis Techniques for Software Security

Salvatore J. Stolfo, Junfeng Yang, Angelos D. Keromytis, 2011, 2011 First SysSec Workshop.

Behavior-based admission and access control for network security

Salvatore J. Stolfo, Vanessa Frias-Martinez, 2008 .

Automated Intrusion Detection Methods Using NFR

Salvatore J. Stolfo, Wenke Lee, Christopher T. Park, 1999 .

Guest Editors' Introduction

Salvatore J. Stolfo, Philip K. Chan, David H. Wolpert, 2004, Machine Learning.

Usable, Secure, Private Search

Salvatore J. Stolfo, Tal Malkin, Steven M. Bellovin, 2012, IEEE Security & Privacy.

Towards Stealthy Malware Detection

Salvatore J. Stolfo, Ke Wang, Wei-Jen Li, 2007, Malware Detection.

Design and Analysis of Decoy Systems for Computer Security

Salvatore J. Stolfo, Angelos D. Keromytis, Brian M. Bowen, 2011 .

Return Value Predictability Profiles for Self-healing

Salvatore J. Stolfo, Angelos D. Keromytis, Angelos Stavrou, 2008, IWSEC.

A Digital Government for the 21 st Century

Salvatore J. Stolfo, Herbert Schorr, 1998 .

BARTER: Profile Model Exchange for Behavior-Based Access Control and Communication Security in MANETs

Salvatore J. Stolfo, Angelos D. Keromytis, Vanessa Frias-Martinez, 2007 .

Towards the digital government of the 21 st century

Salvatore J. Stolfo, Herbert Schorr, 2002 .

Baiting Inside Attackers using Decoy Documents Report Title

Salvatore J. Stolfo, Angelos D. Keromytis, Shlomo Hershkop, 2009 .

The ALEXSYS Mortgage Pool Allocation Expert System : A Case Study of Speeding Up Rule-based Programs

Salvatore J. Stolfo, Leland Woodbury, Jason Glazier, 1990 .

ALDR: A New Metric for Measuring Effective Layering of Defenses

Salvatore J. Stolfo, Nathaniel Boggs, 2011 .