Dawn Xiaodong Song

Elaine Shi, Dawn Xiaodong Song, Chris Li, 2011, 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops).

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

Wei Song, Heng Yin, Dawn Xiaodong Song, 2018, CCS.

The Sybil attack in sensor networks: analysis & defenses

Elaine Shi, James Newsome, Dawn Xiaodong Song, 2004, Third International Symposium on Information Processing in Sensor Networks, 2004. IPSN 2004.

Provable data possession at untrusted stores

Reza Curtmola, Dawn Xiaodong Song, Randal C. Burns, 2007, CCS '07.

BitBlaze: A New Approach to Computer Security via Binary Analysis

Zhenkai Liang, Heng Yin, David Brumley, 2008, ICISS.

ELK, a new protocol for efficient large-group key distribution

Dawn Xiaodong Song, Adrian Perrig, J. Doug Tygar, 2001, Proceedings 2001 IEEE Symposium on Security and Privacy. S&P 2001.

Malware Analysis with Tree Automata Inference

Dawn Xiaodong Song, Daniel Reynaud, Domagoj Babic, 2011, CAV.

A Systematic Analysis of XSS Sanitization in Web Application Frameworks

Dawn Xiaodong Song, Prateek Saxena, Joel Weinberger, 2011, ESORICS.

The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks

Úlfar Erlingsson, Dawn Xiaodong Song, Chang Liu, 2018, USENIX Security Symposium.

Beyond Output Voting: Detecting Compromised Replicas Using HMM-Based Behavioral Distance

Debin Gao, Dawn Xiaodong Song, Michael K. Reiter, 2009, IEEE Transactions on Dependable and Secure Computing.

The Emperor's New Password Manager: Security Analysis of Web-based Password Managers

Dawn Xiaodong Song, Zhiwei Li, Devdatta Akhawe, 2014, USENIX Security Symposium.

Exploring the Space of Black-box Attacks on Deep Neural Networks pdf

Dawn Xiaodong Song, Bo Li, Arjun Nitin Bhagoji, 2017, ArXiv.

Robust Physical-World Attacks on Machine Learning Models pdf

Atul Prakash, Dawn Xiaodong Song, Amir Rahmati, 2017, ArXiv.

Opaak: using mobile phones to limit anonymous identities online

Elaine Shi, Dawn Xiaodong Song, Hao Chen, 2012, MobiSys '12.

Theory and Techniques for Automatic Generation of Vulnerability-Based Signatures

Hao Wang, Somesh Jha, David Brumley, 2008, IEEE Transactions on Dependable and Secure Computing.

Cloud Data Protection for the Masses

Elaine Shi, Dawn Xiaodong Song, Ian S. Fischer, 2012, Computer.

Distributed Private Data Analysis

Elaine Shi, Dawn Xiaodong Song, T.-H. Hubert Chan, 2017, ACM Trans. Algorithms.

Predicting Congressional Votes Based on Campaign Finance Data

Dawn Xiaodong Song, Laurent El Ghaoui, Mario Frank, 2012, 2012 11th International Conference on Machine Learning and Applications.

Towards Practical Oblivious RAM pdf

Elaine Shi, Dawn Xiaodong Song, Emil Stefanov, 2011, NDSS.

Advances and Open Problems in Federated Learning pdf

Richard Nock, Zaïd Harchaoui, David Evans, 2019, Found. Trends Mach. Learn..

SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning pdf

Dawn Xiaodong Song, Chang Liu, Xiaojun Xu, 2017, ArXiv.

VTint: Protecting Virtual Function Tables' Integrity

Chao Zhang, Dawn Xiaodong Song, Chengyu Song, 2015, NDSS.

Practical Control Flow Integrity and Randomization for Binary Executables

Chao Zhang, Stephen McCamant, Dawn Xiaodong Song, 2013, 2013 IEEE Symposium on Security and Privacy.

ExploreKit: Automatic Feature Generation and Selection

Dawn Xiaodong Song, Eui Chul Richard Shin, Gilad Katz, 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

Statically-directed dynamic automated test generation

Stephen McCamant, Dawn Xiaodong Song, Lorenzo Martignoni, 2011, ISSTA '11.

SIA: secure information aggregation in sensor networks

Dawn Xiaodong Song, Adrian Perrig, Haowen Chan, 2003, SenSys '03.

Design and Evaluation of a Real-Time URL Spam Filtering Service

Dawn Xiaodong Song, Vern Paxson, Kurt Thomas, 2011, 2011 IEEE Symposium on Security and Privacy.

Generating Adversarial Examples with Adversarial Networks pdf

Mingyan Liu, Dawn Xiaodong Song, Bo Li, 2018, IJCAI.

Note on Attacking Object Detectors with Adversarial Stickers pdf

Atul Prakash, Dawn Xiaodong Song, Amir Rahmati, 2017, ArXiv.

Private and Continual Release of Statistics

Elaine Shi, Dawn Xiaodong Song, T.-H. Hubert Chan, 2010, TSEC.

Data-Confined HTML5 Applications

Dawn Xiaodong Song, Prateek Saxena, Frank Li, 2013, ESORICS.

The Correctness-Security Gap in Compiler Optimization

Dawn Xiaodong Song, Mathias Payer, Vijay D'Silva, 2015, 2015 IEEE Security and Privacy Workshops.

Behavioral Distance Measurement Using Hidden Markov Models

Debin Gao, Dawn Xiaodong Song, Michael K. Reiter, 2006, RAID.

Reciprocity in Social Networks: Measurements, Predictions, and Implications pdf

Dawn Xiaodong Song, Neil Zhenqiang Gong, Wenchang Xu, 2013, ArXiv.

Fig: Automatic Fingerprint Generation

Dawn Xiaodong Song, Shobha Venkataraman, Juan Caballero, 2007, NDSS.

HookFinder: Identifying and Understanding Malware Hooking Behaviors

Zhenkai Liang, Heng Yin, Dawn Xiaodong Song, 2008, NDSS.

Magnetic microscopy using SQUIDs

Dawn Xiaodong Song, John Clarke, Dieter Koelle, 1994, IEEE Transactions on Applied Superconductivity.

FIT: fast Internet traceback

Dawn Xiaodong Song, Adrian Perrig, Abraham Yaar, 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality pdf

James Bailey, Dawn Xiaodong Song, Bo Li, 2018, ICLR.

Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds

Dawn Xiaodong Song, Shobha Venkataraman, Avrim Blum, 2004, RAID.

Cyber SA: Situational Awareness for Cyber Defense

John Yen, Sushil Jajodia, Thomas G. Dietterich, 2010, Cyber Situational Awareness.

Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong pdf

Dawn Xiaodong Song, Xinyun Chen, Nicholas Carlini, 2017, ArXiv.

Secure Distributed Data Aggregation

Dawn Xiaodong Song, Adrian Perrig, Haowen Chan, 2011, Found. Trends Databases.

Delving into Transferable Adversarial Examples and Black-box Attacks pdf

Dawn Xiaodong Song, Chang Liu, Yanpei Liu, 2016, ICLR.

GEM: Graph EMbedding for routing and data-centric storage in sensor networks without geographic information

James Newsome, Dawn Xiaodong Song, D. Song, 2003, SenSys '03.

A Machine Learning Approach to Prevent Malicious Calls over Telephony Networks

Dawn Xiaodong Song, Yong Yu, Weinan Zhang, 2018, 2018 IEEE Symposium on Security and Privacy (SP).

A Symbolic Execution Framework for JavaScript

Steve Hanna, Stephen McCamant, Dawn Xiaodong Song, 2010, 2010 IEEE Symposium on Security and Privacy.

Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Costas J. Spanos, Dawn Xiaodong Song, Boxin Wang, 2019, Proc. VLDB Endow..

PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices

Hongxia Jin, Dawn Xiaodong Song, Yu Wu, 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS).

DTA++: Dynamic Taint Analysis with Targeted Control-Flow Propagation

Stephen McCamant, Dawn Xiaodong Song, Pongsin Poosankam, 2011, NDSS.

NetworkProfiler: Towards automatic fingerprinting of Android apps

Dawn Xiaodong Song, Antonio Nucci, Xiaoyin Wang, 2013, 2013 Proceedings IEEE INFOCOM.

Learning Neural Programs To Parse Programs pdf

Dawn Xiaodong Song, Chang Liu, Xinyun Chen, 2017, ArXiv.

Spatially Transformed Adversarial Examples pdf

Mingyan Liu, Dawn Xiaodong Song, Bo Li, 2018, ICLR.

Dispatcher: enabling active botnet infiltration using automatic protocol reverse-engineering

Dawn Xiaodong Song, Juan Caballero, Christian Kreibich, 2009, CCS.

Decision Boundary Analysis of Adversarial Examples

Dawn Xiaodong Song, Bo Li, Warren He, 2018, ICLR.

HookScout: Proactive Binary-Centric Hook Detection

Heng Yin, Steve Hanna, Dawn Xiaodong Song, 2010, DIMVA.

Replayer: automatic protocol replay by binary analysis

David Brumley, James Newsome, Dawn Xiaodong Song, 2006, CCS '06.

Pi: a path identification mechanism to defend against DDoS attacks

Dawn Xiaodong Song, Adrian Perrig, Abraham Yaar, 2003, 2003 Symposium on Security and Privacy, 2003..

Optimal Lower Bound for Differentially Private Multi-party Aggregation

Elaine Shi, Dawn Xiaodong Song, T.-H. Hubert Chan, 2012, ESA.

Measuring channel capacity to distinguish undue influence

Stephen McCamant, James Newsome, Dawn Xiaodong Song, 2009, PLAS '09.

Differentiable Neural Network Architecture Search

Dawn Xiaodong Song, Richard Shin, Charles Packer, 2018, ICLR.

Making Neural Programming Architectures Generalize via Recursion pdf

Dawn Xiaodong Song, Richard Shin, Jonathon Cai, 2017, ICLR.

BinHunt: Automatically Finding Semantic Differences in Binary Programs

Debin Gao, Dawn Xiaodong Song, Michael K. Reiter, 2008, ICICS.

Do You Know Where Your Data Are? Secure Data Capsules for Deployable Data Protection

Elaine Shi, Dawn Xiaodong Song, Petros Maniatis, 2011, HotOS.

Sweeper: a lightweight end-to-end system for defending against fast worms

Yuanyuan Zhou, Shan Lu, David Brumley, 2007, EuroSys '07.

On Gray-Box Program Tracking for Anomaly Detection

Debin Gao, Dawn Xiaodong Song, Michael K. Reiter, 2004, USENIX Security Symposium.

Looking for diamonds in the desert - extending automatic protocol generation to three-party authentication and key agreement protocols

Dawn Xiaodong Song, Adrian Perrig, D. Song, 2000, Proceedings 13th IEEE Computer Security Foundations Workshop. CSFW-13.

PerfFuzz: automatically generating pathological inputs

Dawn Xiaodong Song, Koushik Sen, Rohan Padhye, 2018, ISSTA.

Using EEG-Based BCI Devices to Subliminally Probe for Private Information

Dawn Xiaodong Song, Prateek Mittal, Ivan Martinovic, 2017, WPES@CCS.

Path-exploration lifting: hi-fi tests for lo-fi emulators

Stephen McCamant, Dawn Xiaodong Song, Petros Maniatis, 2012, ASPLOS XVII.

Tracking Dynamic Sources of Malicious Activity at Internet Scale

Dawn Xiaodong Song, Shobha Venkataraman, Avrim Blum, 2009, NIPS.

Athena: A Novel Approach to Efficient Automatic Security Protocol Analysis

Dawn Xiaodong Song, Adrian Perrig, Sergey Berezin, 2001, J. Comput. Secur..

AGVI - Automatic Generation, Verification, and Implementation of Security Protocols

Dawn Xiaodong Song, Adrian Perrig, Doantam Phan, 2001, CAV.

Practical forward secure group signature schemes

Dawn Xiaodong Song, D. Song, 2001, CCS '01.

Towards Generating High Coverage Vulnerability-Based Signatures with Protocol-Level Constraint-Guided Exploration

Zhenkai Liang, Dawn Xiaodong Song, Juan Caballero, 2009, RAID.

Cross-Origin JavaScript Capability Leaks: Detection, Exploitation, and Defense

Dawn Xiaodong Song, Adam Barth, Joel Weinberger, 2009, USENIX Security Symposium.

On Scaling Decentralized Blockchains - (A Position Paper)

Elaine Shi, Emin Gün Sirer, Dawn Xiaodong Song, 2016, Financial Cryptography Workshops.

Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN) pdf

Ling Huang, Elaine Shi, Ameet Talwalkar, 2011, ArXiv.

New constructions and practical applications for private stream searching

Brent Waters, Dawn Xiaodong Song, John Bethencourt, 2006, 2006 IEEE Symposium on Security and Privacy (S&P'06).

Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning pdf

Dawn Xiaodong Song, Chang Liu, Xinyun Chen, 2017, ArXiv.

Dynamic Spyware Analysis

Heng Yin, Dawn Xiaodong Song, Christopher Krügel, 2007, USENIX Annual Technical Conference.

Automatic protocol reverse-engineering: Message format extraction and field semantics inference

Dawn Xiaodong Song, Juan Caballero, D. Song, 2013, Comput. Networks.

Insights from the Inside: A View of Botnet Management from Infiltration

Dawn Xiaodong Song, Vern Paxson, Juan Caballero, 2010, LEET.

Inference and analysis of formal models of botnet command and control protocols

Dawn Xiaodong Song, Domagoj Babic, Eui Chul Richard Shin, 2010, CCS '10.

MACE: Model-inference-Assisted Concolic Exploration for Protocol and Vulnerability Discovery

Dawn Xiaodong Song, Kevin Zhijie Chen, Edward XueJun Wu, 2011, USENIX Security Symposium.

Privacy-Preserving Aggregation of Time-Series Data

Elaine Shi, Dawn Xiaodong Song, T.-H. Hubert Chan, 2011, NDSS.

Privilege Separation in HTML5 Applications

Dawn Xiaodong Song, Prateek Saxena, Devdatta Akhawe, 2012, USENIX Security Symposium.

MIRAGE: Succinct Arguments for Randomized Algorithms with Applications to Universal zk-SNARKs

Dawn Xiaodong Song, Dimitrios Papadopoulos, Charalampos Papamanthou, 2020, IACR Cryptol. ePrint Arch..

Secure hierarchical in-network aggregation in sensor networks

Dawn Xiaodong Song, Adrian Perrig, Haowen Chan, 2006, CCS '06.

How Open Should Open Source Be? pdf

Dawn Xiaodong Song, Benjamin I. P. Rubinstein, Adam Barth, 2011, ArXiv.

Towards Practical Differential Privacy for SQL Queries

Dawn Xiaodong Song, Joseph P. Near, Noah M. Johnson, 2017, Proc. VLDB Endow..

Homomorphic Signature Schemes

Dawn Xiaodong Song, David A. Wagner, David Molnar, 2002, CT-RSA.

Practical Differential Privacy for SQL Queries Using Elastic Sensitivity pdf

Dawn Xiaodong Song, Joseph P. Near, Noah M. Johnson, 2017, ArXiv.

Privtrans: Automatically Partitioning Programs for Privilege Separation

David Brumley, Dawn Xiaodong Song, D. Song, 2004, USENIX Security Symposium.

Policy-Enhanced Private Set Intersection: Sharing Information While Enforcing Privacy Policies

Elaine Shi, Dawn Xiaodong Song, Emil Stefanov, 2012, Public Key Cryptography.

Preserving Link Privacy in Social Network Based Systems pdf

Dawn Xiaodong Song, Prateek Mittal, Charalampos Papamanthou, 2012, NDSS.

GUPT: privacy preserving data analysis made easy

Elaine Shi, Dawn Xiaodong Song, David E. Culler, 2012, SIGMOD Conference.

Behavioral Distance for Intrusion Detection

Debin Gao, Dawn Xiaodong Song, Michael K. Reiter, 2005, RAID.

Suspended accounts in retrospect: an analysis of twitter spam

Dawn Xiaodong Song, Vern Paxson, Kurt Thomas, 2011, IMC '11.

Differential Slicing: Identifying Causal Execution Differences for Security Applications

Stephen McCamant, Dawn Xiaodong Song, Juan Caballero, 2011, 2011 IEEE Symposium on Security and Privacy.

Curriculum Adversarial Training pdf

Dawn Xiaodong Song, Min Du, Chang Liu, 2018, IJCAI.

Athena: a new efficient automatic checker for security protocol analysis

Dawn Xiaodong Song, 1999, Proceedings of the 12th IEEE Computer Security Foundations Workshop.

Survivable Loosely Coupled Architectures

Dawn Xiaodong Song, Véronique Cortier, John Rushby, 2003 .

Secure Content Sniffing for Web Browsers, or How to Stop Papers from Reviewing Themselves

Dawn Xiaodong Song, Adam Barth, Juan Caballero, 2009, 2009 30th IEEE Symposium on Security and Privacy.

StackPi: New Packet Marking and Filtering Mechanisms for DDoS and IP Spoofing Defense

Dawn Xiaodong Song, Adrian Perrig, Abraham Yaar, 2006, IEEE Journal on Selected Areas in Communications.

How You Act Tells a Lot: Privacy-Leaking Attack on Deep Reinforcement Learning pdf

Bo Li, Jinfeng Yi, Dawn Xiaodong Song, 2019, AAMAS.

Creating Vulnerability Signatures Using Weakest Preconditions

Hao Wang, Somesh Jha, David Brumley, 2007, 20th IEEE Computer Security Foundations Symposium (CSF'07).

VTrust: Regaining Trust on Virtual Calls

Chao Zhang, Dawn Xiaodong Song, Mathias Payer, 2016, NDSS.

Remote data checking using provable data possession

Reza Curtmola, Dawn Xiaodong Song, Randal C. Burns, 2011, TSEC.

Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contracts

Fan Zhang, Dawn Xiaodong Song, Andrew Miller, 2018, 2019 IEEE European Symposium on Security and Privacy (EuroS&P).

Towards a Formal Foundation of Web Security

Dawn Xiaodong Song, John C. Mitchell, Adam Barth, 2010, 2010 23rd IEEE Computer Security Foundations Symposium.

Private and Continual Release of Statistics

Elaine Shi, Dawn Xiaodong Song, T.-H. Hubert Chan, 2010, ICALP.

Multi-Dimensional Range Query over Encrypted Data

Elaine Shi, Dawn Xiaodong Song, Adrian Perrig, 2007, 2007 IEEE Symposium on Security and Privacy (SP '07).

CHURP: Dynamic-Committee Proactive Secret Sharing

Dawn Xiaodong Song, Fan Zhang, Ari Juels, 2019, IACR Cryptol. ePrint Arch..

Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation

Mingyan Liu, Dawn Xiaodong Song, Bo Li, 2018, ECCV.

SoK: Eternal War in Memory

Dawn Xiaodong Song, Mathias Payer, Tao Wei, 2013, 2013 IEEE Symposium on Security and Privacy.

A Learning-Based Approach to Reactive Security

Dawn Xiaodong Song, John C. Mitchell, Peter L. Bartlett, 2009, IEEE Transactions on Dependable and Secure Computing.

Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection

Le Song, Heng Yin, Dawn Xiaodong Song, 2018 .

Understanding Mobile App Usage Patterns Using In-App Advertisements

Dawn Xiaodong Song, Antonio Nucci, Shuaifu Dai, 2013, PAM.

Sanctorum: A lightweight security monitor for secure enclaves

Srinivas Devadas, Dawn Xiaodong Song, Krste Asanovic, 2019, 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Assessing Generalization in Deep Reinforcement Learning pdf

Dawn Xiaodong Song, Jernej Kos, Vladlen Koltun, 2018, ArXiv.

Chorus: Differential Privacy via Query Rewriting pdf

Dawn Xiaodong Song, Joseph P. Near, Joseph M. Hellerstein, 2018, ArXiv.

Adversarial Examples for Generative Models

Dawn Xiaodong Song, Jernej Kos, Ian Fischer, 2017, 2018 IEEE Security and Privacy Workshops (SPW).

Black Box Anomaly Detection: Is It Utopian?

Dawn Xiaodong Song, Shobha Venkataraman, Jennifer Yates, 2006, HotNets.

Juxtapp: A Scalable System for Detecting Code Reuse among Android Applications

Steve Hanna, Ling Huang, Dawn Xiaodong Song, 2012, DIMVA.

RICH: Automatically Protecting Against Integer-Based Vulnerabilities

David Brumley, Dawn Xiaodong Song, Tzi-cker Chiueh, 2007, NDSS.

Exploiting Network Structure for Proactive Spam Mitigation

Dawn Xiaodong Song, Shobha Venkataraman, Patrick Haffner, 2007, USENIX Security Symposium.

Keystone: A Framework for Architecting TEEs pdf

Dawn Xiaodong Song, Shweta Shinde, Krste Asanovic, 2019, ArXiv.

Gray-box extraction of execution graphs for anomaly detection

Debin Gao, Dawn Xiaodong Song, Michael K. Reiter, 2004, CCS '04.

The Honey Badger of BFT Protocols

Elaine Shi, Dawn Xiaodong Song, Andrew Miller, 2016, CCS.

New Streaming Algorithms for Fast Detection of Superspreaders

Dawn Xiaodong Song, Shobha Venkataraman, Avrim Blum, 2005, NDSS.

Panorama: capturing system-wide information flow for malware detection and analysis

Heng Yin, Dawn Xiaodong Song, Christopher Krügel, 2007, CCS '07.

HI-CFG: Construction by Binary Analysis and Application to Attack Polymorphism

Stephen McCamant, Dawn Xiaodong Song, Mathias Payer, 2013, ESORICS.

Latent Attention For If-Then Program Synthesis

Dawn Xiaodong Song, Chang Liu, Xinyun Chen, 2016, NIPS.

Robust Physical-World Attacks on Deep Learning Visual Classification

Atul Prakash, Dawn Xiaodong Song, Amir Rahmati, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Practical Black-Box Attacks on Deep Neural Networks Using Efficient Query Mechanisms

Dawn Xiaodong Song, Bo Li, Arjun Nitin Bhagoji, 2018, ECCV.

Would Diversity Really Increase the Robustness of the Routing Infrastructure against Software Defects?

Jia Wang, Dawn Xiaodong Song, Juan Caballero, 2008, NDSS.

ASPIRE: Iterative Specification Synthesis for Security

Dawn Xiaodong Song, Kevin Zhijie Chen, Vijay D'Silva, 2015, HotOS.

ShadowCrypt: Encrypted Web Applications for Everyone

Elaine Shi, Dawn Xiaodong Song, Devdatta Akhawe, 2014, CCS.

Paragraph: Thwarting Signature Learning by Training Maliciously

James Newsome, Dawn Xiaodong Song, Brad Karp, 2006, RAID.

Distributed Evasive Scan Techniques and Countermeasures

Dawn Xiaodong Song, Juan Caballero, Min Gyung Kang, 2007, DIMVA.

Black-box Attacks on Deep Neural Networks via Gradient Estimation

Dawn Xiaodong Song, Bo Li, Arjun Nitin Bhagoji, 2018, ICLR.

Privacy-Preserving Set Operations

Dawn Xiaodong Song, Lea Kissner, D. Song, 2005, CRYPTO.

A First Step Towards the Automatic Generation of Security Protocols

Dawn Xiaodong Song, Adrian Perrig, D. Song, 2000, NDSS.

On the Feasibility of Side-Channel Attacks with Brain-Computer Interfaces

Dawn Xiaodong Song, Ivan Martinovic, Mario Frank, 2012, USENIX Security Symposium.

Private Keyword-Based Push and Pull with Applications to Anonymous Communication

Dawn Xiaodong Song, Michael K. Reiter, Lea Kissner, 2004, ACNS.

A Generic Scheme for Zero-Knowledge Sets

Dawn Xiaodong Song, Dengguo Feng, Zhenfeng Zhang, 2005, IWAP.

Signatures of Reputation

Elaine Shi, Dawn Xiaodong Song, John Bethencourt, 2010, Financial Cryptography.

A Cryptanalysis of the High-Bandwidth Digital Content Protection System

Dawn Xiaodong Song, David A. Wagner, Ian Goldberg, 2001, Digital Rights Management Workshop.

Efficient authentication and signing of multicast streams over lossy channels

Ran Canetti, Dawn Xiaodong Song, Adrian Perrig, 2000, Proceeding 2000 IEEE Symposium on Security and Privacy. S&P 2000.

SAM: a flexible and secure auction architecture using trusted hardware

Sean W. Smith, Dawn Xiaodong Song, Adrian Perrig, 2001, Proceedings 15th International Parallel and Distributed Processing Symposium. IPDPS 2001.

A Berkeley View of Systems Challenges for AI pdf

Randy H. Katz, Dawn Xiaodong Song, Michael I. Jordan, 2017, ArXiv.

FreeMarket: Shopping for free in Android applications

Dawn Xiaodong Song, Daniel Reynaud, Thomas R. Magrino, 2012, NDSS.

Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contract Execution pdf

Dawn Xiaodong Song, Raymond Cheng, Jernej Kos, 2018, ArXiv.

Polygraph: automatically generating signatures for polymorphic worms

James Newsome, Dawn Xiaodong Song, Brad Karp, 2005, 2005 IEEE Symposium on Security and Privacy (S&P'05).

Timed Efficient Stream Loss-Tolerant Authentication (TESLA): Multicast Source Authentication Transform Introduction

Ran Canetti, Dawn Xiaodong Song, Adrian Perrig, 2005, RFC.

Lifelong Anomaly Detection Through Unlearning

Dawn Xiaodong Song, Min Du, Zhi Chen, 2019, CCS.

Semantics-aware malware detection

Somesh Jha, Dawn Xiaodong Song, Sanjit A. Seshia, 2005, 2005 IEEE Symposium on Security and Privacy (S&P'05).

Limits of Learning-based Signature Generation with Adversaries

Dawn Xiaodong Song, Shobha Venkataraman, Avrim Blum, 2008, NDSS.

Recognizing malicious software behaviors with tree automata inference

Dawn Xiaodong Song, Daniel Reynaud, Domagoj Babic, 2012, Formal Methods Syst. Des..

SIFF: a stateless Internet flow filter to mitigate DDoS flooding attacks

Dawn Xiaodong Song, Adrian Perrig, Abraham Yaar, 2004, IEEE Symposium on Security and Privacy, 2004. Proceedings. 2004.

Improving Neural Program Synthesis with Inferred Execution Traces

Dawn Xiaodong Song, Richard Shin, Illia Polosukhin, 2018, NeurIPS.

Evolution of social-attribute networks: measurements, modeling, and implications using google+

Ling Huang, Dawn Xiaodong Song, Vyas Sekar, 2012, Internet Measurement Conference.

Binary Code Extraction and Interface Identification for Security Applications

Stephen McCamant, Dawn Xiaodong Song, Juan Caballero, 2009, NDSS.

Mining Permission Request Patterns from Android and Facebook Applications

Dawn Xiaodong Song, Mario Frank, Adrienne Porter Felt, 2012, 2012 IEEE 12th International Conference on Data Mining.

New Techniques for Private Stream Searching

Brent Waters, Dawn Xiaodong Song, John Bethencourt, 2009, TSEC.

Detecting Stealthy Spreaders Using Online Outdegree Histograms

Yao Zhao, Ming-Yang Kao, Yan Gao, 2007, 2007 Fifteenth IEEE International Workshop on Quality of Service.

Context-sensitive auto-sanitization in web templating languages using type qualifiers

Dawn Xiaodong Song, Prateek Saxena, Mike Samuel, 2011, CCS '11.

Towards Efficient Data Valuation Based on the Shapley Value pdf

Costas J. Spanos, Dawn Xiaodong Song, Boxin Wang, 2019, AISTATS.

Document Structure Integrity: A Robust Basis for Cross-site Scripting Defense

Dawn Xiaodong Song, Prateek Saxena, Yacin Nadji, 2009, NDSS.

Gradients explode - Deep Networks are shallow - ResNet explained pdf

Dawn Xiaodong Song, Jaime G. Carbonell, George Philipp, 2017, ICLR.

Polyglot: automatic extraction of protocol message format using dynamic binary analysis

Zhenkai Liang, Heng Yin, Dawn Xiaodong Song, 2007, CCS '07.

Automatic Patch-Based Exploit Generation is Possible: Techniques and Implications

David Brumley, Dawn Xiaodong Song, Jiang Zheng, 2008, 2008 IEEE Symposium on Security and Privacy (sp 2008).

Secure Auctions in a Publish/Subscribe System

Dawn Xiaodong Song, Jonathan K. Millen, D. Song, 2000 .

Dynamic quarantine of Internet worms

Dawn Xiaodong Song, Gregory R. Ganger, Chenxi Wang, 2004, International Conference on Dependable Systems and Networks, 2004.

BLITZ: Compositional bounded model checking for real-world programs

Dawn Xiaodong Song, Vijay D'Silva, Chia Yuan Cho, 2013, 2013 28th IEEE/ACM International Conference on Automated Software Engineering (ASE).

REINAM: reinforcement learning for input-grammar inference

Tao Xie, Dawn Xiaodong Song, Wei Yang, 2019, ESEC/SIGSOFT FSE.

Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication

Dawn Xiaodong Song, Ivan Martinovic, Ralf Biedert, 2012, IEEE Transactions on Information Forensics and Security.

Efficient and Secure Source Authentication for Multicast

Ran Canetti, Dawn Xiaodong Song, Adrian Perrig, 2001, NDSS.

Towards Synthesizing Complex Programs From Input-Output Examples

Dawn Xiaodong Song, Chang Liu, Xinyun Chen, 2017, ICLR.

SAFE: Secure authentication with Face and Eyes

Ling Huang, Dawn Xiaodong Song, Ivan Martinovic, 2013, 2013 International Conference on Privacy and Security in Mobile Systems (PRISMS).

FLAX: Systematic Discovery of Client-side Validation Vulnerabilities in Rich Web Applications

Steve Hanna, Dawn Xiaodong Song, Prateek Saxena, 2010, NDSS.

Expander graphs for digital stream authentication and robust overlay networks

Dawn Xiaodong Song, David Zuckerman, J. Doug Tygar, 2002, Proceedings 2002 IEEE Symposium on Security and Privacy.

GamePad: A Learning Environment for Theorem Proving pdf

Dawn Xiaodong Song, Daniel Huang, Ilya Sutskever, 2018, ICLR.

Code-pointer integrity

George Candea, Dawn Xiaodong Song, R. Sekar, 2014, OSDI.

Automatically Identifying Trigger-based Behavior in Malware

Zhenkai Liang, Heng Yin, David Brumley, 2008, Botnet Detection.

Dynamic Taint Analysis for Automatic Detection, Analysis, and SignatureGeneration of Exploits on Commodity Software

James Newsome, Dawn Xiaodong Song, D. Song, 2005, NDSS.

PHANTOM: practical oblivious computation in a secure processor

Elaine Shi, Dawn Xiaodong Song, John Kubiatowicz, 2013, CCS.

A Demonstration of Sterling: A Privacy-Preserving Data Marketplace

Dawn Xiaodong Song, David Yan, Nick Hynes, 2018, Proc. VLDB Endow..

Towards Specification-Directed Program Repair

Dawn Xiaodong Song, Richard Shin, Illia Polosukhin, 2018, International Conference on Learning Representations.

Random key predistribution schemes for sensor networks

Dawn Xiaodong Song, Adrian Perrig, Haowen Chan, 2003, 2003 Symposium on Security and Privacy, 2003..

Android permissions demystified

Steve Hanna, Dawn Xiaodong Song, David A. Wagner, 2011, CCS '11.

Fooling Vision and Language Models Despite Localization and Attention Mechanism

Trevor Darrell, Dawn Xiaodong Song, Chang Liu, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Vulnerability-Specific Execution Filtering for Exploit Prevention on Commodity Software

David Brumley, James Newsome, Dawn Xiaodong Song, 2006, NDSS.

Input generation via decomposition and re-stitching: finding bugs in Malware

Stephen McCamant, Dawn Xiaodong Song, Juan Caballero, 2010, CCS '10.

Subliminal Probing for Private Information via EEG-Based BCI Devices pdf

Dawn Xiaodong Song, Prateek Mittal, Ivan Martinovic, 2013, ArXiv.

Advanced and authenticated marking schemes for IP traceback

Dawn Xiaodong Song, Adrian Perrig, D. Song, 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).

Cloud Terminal: Secure Access to Sensitive Applications from Untrusted Systems

Stephen McCamant, Dawn Xiaodong Song, Jun Han, 2012, USENIX Annual Technical Conference.

Characterizing Audio Adversarial Examples Using Temporal Dependency pdf

Zhuolin Yang, Dawn Xiaodong Song, Bo Li, 2018, ICLR.

Context-centric Security

Elaine Shi, Dawn Xiaodong Song, Krste Asanovic, 2012, HotSec.

Data Poisoning Attack against Unsupervised Node Embedding Methods pdf

Mingjie Sun, Dawn Xiaodong Song, Bo Li, 2018, ArXiv.

Take Two Software Updates and See Me in the Morning: The Case for Software Security Evaluations of Medical Devices

Steve Hanna, Dawn Xiaodong Song, Kevin Fu, 2011, HealthSec.

Quasi-Efficient Revocation in Group Signatures

Dawn Xiaodong Song, Gene Tsudik, Giuseppe Ateniese, 2002, Financial Cryptography.