| 2018 | SP | Simulated User Bots: Real Time Testing of Insider Threat Detection Systems. | Preetam Dutta, Gabriel Ryan, Aleksander Zieba, Salvatore J. Stolfo |
| 2017 | SP | NEZHA: Efficient Domain-Independent Differential Testing. | Theofilos Petsios, Adrian Tang, Salvatore J. Stolfo, Angelos D. Keromytis, Suman Jana |
| 2015 | CCS | Heisenbyte: Thwarting Memory Disclosure Attacks using Destructive Code Reads. | Adrian Tang, Simha Sethumadhavan, Salvatore J. Stolfo |
| 2015 | WoWMoM | Scalability of Machine to Machine systems and the Internet of Things on LTE mobile networks. | Jill Jermyn, Roger Piqueras Jover, Ilona Murynets, Mikhail Istomin, Salvatore J. Stolfo |
| 2014 | CCS | Model Aggregation for Distributed Content Anomaly Detection. | Sean Whalen, Nathaniel Boggs, Salvatore J. Stolfo |
| 2014 | Middleware | Improving readiness for enterprise migration to the cloud. | Jill Jermyn, Jinho Hwang, Kun Bai, Maja Vukovic, Nikos Anerousis, Salvatore J. Stolfo |
| 2014 | RAID | Measuring Drive-by Download Defense in Depth. | Nathaniel Boggs, Senyao Du, Salvatore J. Stolfo |
| 2014 | RAID | Synthetic Data Generation and Defense in Depth Measurement of Web Applications. | Nathaniel Boggs, Hang Zhao, Senyao Du, Salvatore J. Stolfo |
| 2014 | RAID | Unsupervised Anomaly-Based Malware Detection Using Hardware Features. | Adrian Tang, Simha Sethumadhavan, Salvatore J. Stolfo |
| 2013 | ISCA | On the feasibility of online malware detection with performance counters. | John Demme, Matthew Maycock, Jared Schmitz, Adrian Tang, Adam Waksman, Simha Sethumadhavan, Salvatore J. Stolfo |
| 2013 | NDSS | When Firmware Modifications Attack: A Case Study of Embedded Exploitation. | Ang Cui, Michael Costello, Salvatore J. Stolfo |
| 2013 | SP | System Level User Behavior Biometrics using Fisher Features and Gaussian Mixture Models. | Yingbo Song, Malek Ben Salem, Shlomo Hershkop, Salvatore J. Stolfo |
| 2012 | CCS | Software decoys for insider threat. | Young Hee Park, Salvatore J. Stolfo |
| 2012 | SP | Fog Computing: Mitigating Insider Data Theft Attacks in the Cloud. | Salvatore J. Stolfo, Malek Ben Salem, Angelos D. Keromytis |
| 2012 | SP | Lost in Translation: Improving Decoy Documents via Automated Translation. | Jonathan Voris, Nathaniel Boggs, Salvatore J. Stolfo |
| 2011 | ACSAC | From prey to hunter: transforming legacy embedded devices into exploitation sensor grids. | Ang Cui, Jatin Kataria, Salvatore J. Stolfo |
| 2011 | DIMVA | The MINESTRONE Architecture Combining Static and Dynamic Analysis Techniques for Software Security. | Angelos D. Keromytis, Salvatore J. Stolfo, Junfeng Yang, Angelos Stavrou, Anup K. Ghosh, Dawson R. Engler, Marc Dacier, Matthew C. Elder, Darrell M. Kienzle |
| 2011 | DIMVA | Decoy Document Deployment for Effective Masquerade Attack Detection. | Malek Ben Salem, Salvatore J. Stolfo |
| 2011 | DIMVA | The SPARCHS Project: Hardware Support for Software Security. | Simha Sethumadhavan, Salvatore J. Stolfo, Angelos D. Keromytis, Junfeng Yang, David I. August |
| 2011 | RAID | Cross-Domain Collaborative Anomaly Detection: So Far Yet So Close. | Nathaniel Boggs, Sharath Hiremagalore, Angelos Stavrou, Salvatore J. Stolfo |
| 2011 | RAID | Defending Embedded Systems with Software Symbiotes. | Ang Cui, Salvatore J. Stolfo |
| 2011 | RAID | Modeling User Search Behavior for Masquerade Detection. | Malek Ben Salem, Salvatore J. Stolfo |
| 2010 | ACSAC | A quantitative analysis of the insecurity of embedded network devices: results of a wide-area scan. | Ang Cui, Salvatore J. Stolfo |
| 2010 | RAID | BotSwindler: Tamper Resistant Injection of Believable Decoys in VM-Based Hosts for Crimeware Detection. | Brian M. Bowen, Pratap V. Prabhu, Vasileios P. Kemerlis, Stelios Sidiroglou, Angelos D. Keromytis, Salvatore J. Stolfo |
| 2009 | ACSAC | A Network Access Control Mechanism Based on Behavior Profiles. | Vanessa Fras-Martnez, Joseph Sherrick, Salvatore J. Stolfo, Angelos D. Keromytis |
| 2009 | CCS | Keep your friends close: the necessity for updating an anomaly sensor with legitimate environment changes. | Angelos Stavrou, Gabriela F. Cretu-Ciocarlie, Michael E. Locasto, Salvatore J. Stolfo |
| 2009 | ICISS | BARTER: Behavior Profile Exchange for Behavior-Based Admission and Access Control in MANETs. | Vanessa Fras-Martnez, Salvatore J. Stolfo, Angelos D. Keromytis |
| 2009 | NDSS | Spectrogram: A Mixture-of-Markov-Chains Model for Anomaly Detection in Web Traffic. | Yingbo Song, Angelos D. Keromytis, Salvatore J. Stolfo |
| 2009 | RAID | Adaptive Anomaly Detection via Self-calibration and Dynamic Updating. | Gabriela F. Cretu-Ciocarlie, Angelos Stavrou, Michael E. Locasto, Salvatore J. Stolfo |
| 2009 | RAID | Brave New World: Pervasive Insecurity of Embedded Network Devices. | Ang Cui, Yingbo Song, Pratap V. Prabhu, Salvatore J. Stolfo |
| 2009 | SecureComm | Baiting Inside Attackers Using Decoy Documents. | Brian M. Bowen, Shlomo Hershkop, Angelos D. Keromytis, Salvatore J. Stolfo |
| 2008 | ACSAC | Behavior-Profile Clustering for False Alert Reduction in Anomaly Detection Sensors. | Vanessa Fras-Martnez, Salvatore J. Stolfo, Angelos D. Keromytis |
| 2008 | IWSEC | Return Value Predictability Profiles for Self-healing. | Michael E. Locasto, Angelos Stavrou, Gabriela F. Cretu, Angelos D. Keromytis, Salvatore J. Stolfo |
| 2008 | SP | Casting out Demons: Sanitizing Training Data for Anomaly Sensors. | Gabriela F. Cretu, Angelos Stavrou, Michael E. Locasto, Salvatore J. Stolfo, Angelos D. Keromytis |
| 2007 | CCS | On the infeasibility of modeling polymorphic shellcode. | Yingbo Song, Michael E. Locasto, Angelos Stavrou, Angelos D. Keromytis, Salvatore J. Stolfo |
| 2007 | DIMVA | A Study of Malcode-Bearing Documents. | Wei-Jen Li, Salvatore J. Stolfo, Angelos Stavrou, Elli Androulaki, Angelos D. Keromytis |
| 2007 | KDD | Segmentation and Automated Social Hierarchy Detection through Email Network Analysis. | Germn Creamer, Ryan Rowe, Shlomo Hershkop, Salvatore J. Stolfo |
| 2006 | RAID | Anagram: A Content Anomaly Detector Resistant to Mimicry Attack. | Ke Wang, Janak J. Parekh, Salvatore J. Stolfo |
| 2006 | WWW | Verifying genre-based clustering approach to content extraction. | Suhit Gupta, Hila Becker, Gail E. Kaiser, Salvatore J. Stolfo |
| 2006 | SIGCOMM | Privacy-preserving payload-based correlation for accurate malicious traffic detection. | Janak J. Parekh, Ke Wang, Salvatore J. Stolfo |
| 2005 | ISMIS | Anomaly Detection in Computer Security and an Application to File System Accesses. | Salvatore J. Stolfo, Shlomo Hershkop, Linh H. Bui, Ryan Ferster, Ke Wang |
| 2005 | ISPEC | An Email Worm Vaccine Architecture. | Stelios Sidiroglou, John Ioannidis, Angelos D. Keromytis, Salvatore J. Stolfo |
| 2005 | KDD | Combining email models for false positive reduction. | Shlomo Hershkop, Salvatore J. Stolfo |
| 2005 | RAID | FLIPS: Hybrid Adaptive Intrusion Prevention. | Michael E. Locasto, Ke Wang, Angelos D. Keromytis, Salvatore J. Stolfo |
| 2005 | RAID | Anomalous Payload-Based Worm Detection and Signature Generation. | Ke Wang, Gabriela F. Cretu, Salvatore J. Stolfo |
| 2005 | WWW | Extracting context to improve accuracy for HTML content extraction. | Suhit Gupta, Gail E. Kaiser, Salvatore J. Stolfo |
| 2004 | RAID | Anomalous Payload-Based Network Intrusion Detection. | Ke Wang, Salvatore J. Stolfo |
| 2004 | VizSec | Email archive analysis through graphical visualization. | Wei-Jen Li, Shlomo Hershkop, Salvatore J. Stolfo |
| 2003 | CCS | A holistic approach to service survivability. | Angelos D. Keromytis, Janak J. Parekh, Philip Gross, Gail E. Kaiser, Vishal Misra, Jason Nieh, Dan Rubenstein, Salvatore J. Stolfo |
| 2003 | ISI | Behavior Profiling of Email. | Salvatore J. Stolfo, Shlomo Hershkop, Ke Wang, Olivier Nimeskern, Chia-Wei Hu |
| 2002 | ICDCS | A Fully Distributed Framework for Cost-Sensitive Data Mining. | Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo |
| 2002 | ICDM | Progressive Modeling. | Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo, Salvatore J. Stolfo |
| 2002 | RAID | Detecting Malicious Software by Monitoring Anomalous Windows Registry Accesses. | Frank Apap, Andrew Honig, Shlomo Hershkop, Eleazar Eskin, Salvatore J. Stolfo |
| 2002 | SDM | Ensemble-based Adaptive Intrusion Detection. | Wei Fan, Salvatore J. Stolfo |
| 2002 | SDM | A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. | Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo |
| 2001 | ICDM | Using Artificial Anomalies to Detect Unknown and Known Network Intrusions. | Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan |
| 2001 | SP | Data Mining Methods for Detection of New Malicious Executables. | Matthew G. Schultz, Eleazar Eskin, Erez Zadok, Salvatore J. Stolfo |
| 2001 | USENIX | MEF: Malicious Email Filter - A UNIX Mail Filter That Detects Malicious Windows Executables. | Matthew G. Schultz, Eleazar Eskin, Erez Zadok, Manasi Bhattacharyya, Salvatore J. Stolfo |
| 2000 | RAID | A Data Mining and CIDF Based Approach for Detecting Novel and Distributed Intrusions. | Wenke Lee, Rahul A. Nimbalkar, Kam K. Yee, Sunil B. Patil, Pragneshkumar H. Desai, Thuan T. Tran, Salvatore J. Stolfo |
| 1999 | AAAI | Minimal Cost Complexity Pruning of Meta-Classifiers. | Andreas L. Prodromidis, Salvatore J. Stolfo |
| 1999 | ICML | AdaCost: Misclassification Cost-Sensitive Boosting. | Wei Fan, Salvatore J. Stolfo, Junxin Zhang, Philip K. Chan |
| 1999 | KDD | The Application of AdaBoost for Distributed, Scalable and On-Line Learning. | Wei Fan, Salvatore J. Stolfo, Junxin Zhang |
| 1999 | KDD | Mining in a Data-Flow Environment: Experience in Network Intrusion Detection. | Wenke Lee, Salvatore J. Stolfo, Kui W. Mok |
| 1999 | RAID | Combining Knowledge Discovery and Knowledge Engineering to Build IDSs. | Wenke Lee, Salvatore J. Stolfo |
| 1999 | SP | A Data Mining Framework for Building Intrusion Detection Models. | Wenke Lee, Salvatore J. Stolfo, Kui W. Mok |
| 1998 | KDD | Toward Scalable Learning with Non-Uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection. | Philip K. Chan, Salvatore J. Stolfo |
| 1998 | KDD | Mining Audit Data to Build Intrusion Detection Models. | Wenke Lee, Salvatore J. Stolfo, Kui W. Mok |
| 1998 | KDD | Mining Databases with Different Schemas: Integrating Incompatible Classifiers. | Andreas L. Prodromidis, Salvatore J. Stolfo |
| 1997 | KDD | JAM: Java Agents for Meta-Learning over Distributed Databases. | Salvatore J. Stolfo, Andreas L. Prodromidis, Shelley Tselepis, Wenke Lee, Dave W. Fan, Philip K. Chan |
| 1996 | KDD | Sharing Learned Models among Remote Database Partitions by Local Meta-Learning. | Philip K. Chan, Salvatore J. Stolfo |
| 1995 | ICML | A Comparative Evaluation of Voting and Meta-learning on Partitioned Data. | Philip K. Chan, Salvatore J. Stolfo |
| 1995 | IM | A coding approach to event correlation. | Shmuel Kliger, Shaula Yemini, Yechiam Yemini, David Ohsie, Salvatore J. Stolfo |
| 1995 | KDD | Learning Arbiter and Combiner Trees from Partitioned Data for Scaling Machine Learning. | Philip K. Chan, Salvatore J. Stolfo |
| 1995 | SIGMOD | The Merge/Purge Problem for Large Databases. | Mauricio A. Hernndez, Salvatore J. Stolfo |
| 1994 | SIGMOD | Predictive Dynamic Load Balancing of Parallel and Distributed Rule and Query Processing. | Hasanat M. Dewan, Salvatore J. Stolfo, Mauricio A. Hernndez, Jae-Jun Hwang |
| 1993 | CIKM | Experiments on Multi-Strategy Learning by Meta-Learning. | Philip K. Chan, Salvatore J. Stolfo |
| 1993 | ISMB | Toward Multi-Strategy Parallel & Distributed Learning in Sequence Analysis. | Philip K. Chan, Salvatore J. Stolfo |
| 1993 | ISMIS | System Reorganization and Load Balancing of Parallel Database Rule Processing. | Hasanat M. Dewan, Salvatore J. Stolfo |
| 1993 | WSC | Dynamic neighborhood bounding for Monte Carlo simulation. | Jason S. Glazier, Salvatore J. Stolfo |
| 1992 | ICTAI | Is Production System Match Interesting? | Mark Perlin, Jaime G. Carbonell, Daniel P. Miranker, Salvatore J. Stolfo, Milind Tambe |
| 1991 | ICPP | The PARULEL Parallel Rule Language. | Salvatore J. Stolfo, Hasanat M. Dewan, Ouri Wolfson |
| 1991 | SIGMOD | Incremental Evaluation of Rules and its Relationship to Parallelism. | Ouri Wolfson, Hasanat M. Dewan, Salvatore J. Stolfo, Yechiam Yemini |
| 1989 | NAACL | Speech Recognition in Parallel. | Salvatore J. Stolfo, Zvi Galil, Kathleen R. McKeown, Russell Mills |
| 1985 | ICPP | Towards the Parallel Execution of Rules in Production System Programs. | Toru Ishida, Salvatore J. Stolfo |
| 1984 | AAAI | Five Parallel Algorithms for Production System Execution on the DADO Machine. | Salvatore J. Stolfo |
| 1983 | IJCAI | Architecture and Applications of DADO: A Large-Scale Parallel Computer for Artificial Intelligence. | Salvatore J. Stolfo, Daniel P. Miranker, David Elliot Shaw |
| 1983 | IJCAI | ACE: An Expert System for Telephone Cable Maintenance. | Gregg T. Vesonder, Salvatore J. Stolfo, John E. Zielinski, Frederick D. Miller, David H. Copp |
| 1982 | AAAI | DADO: A Tree-Structured Machine Architecture for Production Systems. | Salvatore J. Stolfo, David Elliot Shaw |
| 1979 | IJCAI | Automatic Discovery of Heuristics for Nondeterministic Programs. | Salvatore J. Stolfo, Malcolm C. Harrison |