Cybersecurity

One Key to Sign Them All Considered Vulnerable: Evaluation of DNSSEC in the Internet NSDI 2017 Semi-supervised Convolutional Neural Networks for Identifying Wi-Fi Interference Sources ACML 2017 ViewMap: Sharing Private In-Vehicle Dashcam Videos NSDI 2017 Alpenhorn: Bootstrapping Secure Communication without Leaking Metadata OSDI 2016 An Egocentric Look at Video Photographer Identity CVPR 2016 Bayesian Torrent Classification by File Name and Size Only PGM 2016 Big Data Analytics over Encrypted Datasets with Seabed OSDI 2016 SCONE: Secure Linux Containers with Intel SGX OSDI 2016 Unobservable Communication over Fully Untrusted Infrastructure OSDI 2016 Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach ACML 2015 Guaranteeing Spoof-Resilient Multi-Robot Networks RSS 2015 Improving Sybil Detection via Graph Pruning and Regularization Techniques ACML 2015 Feature Cross-Substitution in Adversarial Classification NeurIPS 2014 Learning Optimal Commitment to Overcome Insecurity NeurIPS 2014 Mal-ID: Automatic Malware Detection Using Common Segment Analysis and Meta-Features JMLR 2012 Support Vector Machines Under Adversarial Label Noise ACML 2011 Static Analysis of Binary Executables Using Structural SVMs NeurIPS 2010 Throttling Poisson Processes NeurIPS 2010 Tracking Dynamic Sources of Malicious Activity at Internet Scale NeurIPS 2009 Breaking Audio CAPTCHAs NeurIPS 2008 In-Network PCA and Anomaly Detection NeurIPS 2006 Learning to Detect and Classify Malicious Executables in the Wild JMLR 2006 Machine Learning for Computer Security JMLR 2006 On Inferring Application Protocol Behaviors in Encrypted Network Traffic JMLR 2006 Spam Filtering Based On The Analysis Of Text Information Embedded Into Images JMLR 2006