Salvatore J. Stolfo

According to our database, Salvatore J. Stolfo authored at least 168 papers between 1979 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

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

Jonathan Voris, Yingbo Song, Malek Ben Salem, Shlomo Hershkop, Salvatore J. Stolfo

Comput. Secur., 2019

2018

Motivating Security-Aware Energy Management.

Adrian Tang, Simha Sethumadhavan, Salvatore J. Stolfo

IEEE Micro, 2018

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

Preetam Dutta, Gabriel Ryan, Aleksander Zieba, Salvatore J. Stolfo

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

2017

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

Danfeng (Daphne) Yao, Xiaokui Shu, Long Cheng, Salvatore J. Stolfo

Synthesis Lectures on Information Security, Privacy, and Trust, Morgan & Claypool Publishers, 2017

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

Theofilos Petsios, Adrian Tang, Dimitris Mitropoulos, Salvatore J. Stolfo, Angelos D. Keromytis, Suman Jana

CoRR, 2017

CLKSCREW: Exposing the Perils of Security-Oblivious Energy Management.

Adrian Tang, Simha Sethumadhavan, Salvatore J. Stolfo

Proceedings of the 26th USENIX Security Symposium, 2017

NEZHA: Efficient Domain-Independent Differential Testing.

Theofilos Petsios, Adrian Tang, Salvatore J. Stolfo, Angelos D. Keromytis, Suman Jana

Proceedings of the 2017 IEEE Symposium on Security and Privacy, 2017

2016

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

Jonathan Voris, Yingbo Song, Malek Ben Salem, Salvatore J. Stolfo

Proceedings of the 8th EAI International Conference on Mobile Computing, 2016

2015

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

Proceedings of the 16th IEEE International Symposium on A World of Wireless, 2015

A silicon anti-virus engine.

Adrian Tang, John Demme, Simha Sethumadhavan, Salvatore J. Stolfo

Proceedings of the 2015 IEEE Hot Chips 27 Symposium (HCS), 2015

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

Jonathan Voris, Jill Jermyn, Nathaniel Boggs, Salvatore J. Stolfo

Proceedings of the Eighth European Workshop on System Security, 2015

Heisenbyte: Thwarting Memory Disclosure Attacks using Destructive Code Reads.

Adrian Tang, Simha Sethumadhavan, Salvatore J. Stolfo

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

2014

Unsupervised Anomaly-Based Malware Detection Using Hardware Features.

Adrian Tang, Simha Sethumadhavan, Salvatore J. Stolfo

Proceedings of the Research in Attacks, Intrusions and Defenses, 2014

Synthetic Data Generation and Defense in Depth Measurement of Web Applications.

Nathaniel Boggs, Hang Zhao, Senyao Du, Salvatore J. Stolfo

Proceedings of the Research in Attacks, Intrusions and Defenses, 2014

Measuring Drive-by Download Defense in Depth.

Nathaniel Boggs, Senyao Du, Salvatore J. Stolfo

Proceedings of the Research in Attacks, Intrusions and Defenses, 2014

Improving readiness for enterprise migration to the cloud.

Jill Jermyn, Jinho Hwang, Kun Bai, Maja Vukovic, Nikos Anerousis, Salvatore J. Stolfo

Proceedings of the Middleware Industry Track, Bordeaux, France, December 8-12, 2014, 2014

Model Aggregation for Distributed Content Anomaly Detection.

Sean Whalen, Nathaniel Boggs, Salvatore J. Stolfo

Proceedings of the 2014 Workshop on Artificial Intelligent and Security Workshop, 2014

2013

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

Ang Cui, Jatin Kataria, Salvatore J. Stolfo

Inf. Manag. Comput. Secur., 2013

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

Yingbo Song, Malek Ben Salem, Shlomo Hershkop, Salvatore J. Stolfo

Proceedings of the 2013 IEEE Symposium on Security and Privacy Workshops, 2013

When Firmware Modifications Attack: A Case Study of Embedded Exploitation.

Ang Cui, Michael Costello, Salvatore J. Stolfo

Proceedings of the 20th Annual Network and Distributed System Security Symposium, 2013

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

Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013

2012

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

Malek Ben Salem, Salvatore J. Stolfo

Secur. Commun. Networks, 2012

Combining Baiting and User Search Profiling Techniques for Masquerade Detection.

Malek Ben Salem, Salvatore J. Stolfo

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2012

A system for generating and injecting indistinguishable network decoys.

Brian M. Bowen, Vasileios P. Kemerlis, Pratap V. Prabhu, Angelos D. Keromytis, Salvatore J. Stolfo

J. Comput. Secur., 2012

Does Profiling Make Us More Secure?

Shari Lawrence Pfleeger, Marc Rogers, Masooda N. Bashir, Kelly Caine, Deanna D. Caputo, Michael Losavio, Salvatore J. Stolfo

IEEE Secur. Priv., 2012

Usable, Secure, Private Search.

Mariana Raykova, Ang Cui, Binh Vo, Bin Liu, Tal Malkin, Steven M. Bellovin, Salvatore J. Stolfo

IEEE Secur. Priv., 2012

Lost in Translation: Improving Decoy Documents via Automated Translation.

Jonathan Voris, Nathaniel Boggs, Salvatore J. Stolfo

Proceedings of the 2012 IEEE Symposium on Security and Privacy Workshops, 2012

Fog Computing: Mitigating Insider Data Theft Attacks in the Cloud.

Salvatore J. Stolfo, Malek Ben Salem, Angelos D. Keromytis

Proceedings of the 2012 IEEE Symposium on Security and Privacy Workshops, 2012

The MEERKATS Cloud Security Architecture.

Angelos D. Keromytis, Roxana Geambasu, Simha Sethumadhavan, Salvatore J. Stolfo, Junfeng Yang, Azzedine Benameur, Marc Dacier, Matthew C. Elder, Darrell M. Kienzle, Angelos Stavrou

Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

Concurrency Attacks.

Junfeng Yang, Ang Cui, Salvatore J. Stolfo, Simha Sethumadhavan

Proceedings of the 4th USENIX Workshop on Hot Topics in Parallelism, 2012

Software decoys for insider threat.

Young Hee Park, Salvatore J. Stolfo

Proceedings of the 7th ACM Symposium on Information, Compuer and Communications Security, 2012

2011

Symbiotes and defensive Mutualism: Moving Target Defense.

Ang Cui, Salvatore J. Stolfo

Proceedings of the Moving Target Defense, 2011

Insider Threat Defense.

Salvatore J. Stolfo, Brian M. Bowen, Malek Ben Salem

Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

Measuring Security.

Salvatore J. Stolfo, Steven M. Bellovin, David Evans

IEEE Secur. Priv., 2011

Guest Editors' Introduction: The Science of Security.

David Evans, Salvatore J. Stolfo

IEEE Secur. Priv., 2011

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

Malek Ben Salem, Salvatore J. Stolfo

Proceedings of the 4th Workshop on Cyber Security Experimentation and Test, 2011

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

Ang Cui, Jatin Kataria, Salvatore J. Stolfo

Proceedings of the 5th USENIX Workshop on Offensive Technologies, 2011

Modeling User Search Behavior for Masquerade Detection.

Malek Ben Salem, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection - 14th International Symposium, 2011

Defending Embedded Systems with Software Symbiotes.

Ang Cui, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection - 14th International Symposium, 2011

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

Nathaniel Boggs, Sharath Hiremagalore, Angelos Stavrou, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection - 14th International Symposium, 2011

The SPARCHS Project: Hardware Support for Software Security.

Simha Sethumadhavan, Salvatore J. Stolfo, Angelos D. Keromytis, Junfeng Yang, David I. August

Proceedings of the First SysSec Workshop 2011, 2011

Decoy Document Deployment for Effective Masquerade Attack Detection.

Malek Ben Salem, Salvatore J. Stolfo

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2011

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

Proceedings of the First SysSec Workshop 2011, 2011

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

Ang Cui, Salvatore J. Stolfo

Proceedings of the First Workshop on Building Analysis Datasets and Gathering Experience Returns for Security, 2011

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

Ang Cui, Jatin Kataria, Salvatore J. Stolfo

Proceedings of the Twenty-Seventh Annual Computer Security Applications Conference, 2011

2010

Monitoring Technologies for Mitigating Insider Threats.

Brian M. Bowen, Malek Ben Salem, Angelos D. Keromytis, Salvatore J. Stolfo

Proceedings of the Insider Threats in Cyber Security, 2010

On the infeasibility of modeling polymorphic shellcode - Re-thinking the role of learning in intrusion detection systems.

Yingbo Song, Michael E. Locasto, Angelos Stavrou, Angelos D. Keromytis, Salvatore J. Stolfo

Mach. Learn., 2010

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

Malek Ben Salem, Salvatore J. Stolfo

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2010

Privacy-Preserving Sharing of Sensitive Information.

Salvatore J. Stolfo, Gene Tsudik

IEEE Secur. Priv., 2010

Ethics in Security Vulnerability Research.

Andrea M. Matwyshyn, Ang Cui, Angelos D. Keromytis, Salvatore J. Stolfo

IEEE Secur. Priv., 2010

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

Germán Creamer, Salvatore J. Stolfo

Data Min. Knowl. Discov., 2010

Automating the injection of believable decoys to detect snooping.

Brian M. Bowen, Vasileios P. Kemerlis, Pratap V. Prabhu, Angelos D. Keromytis, Salvatore J. Stolfo

Proceedings of the Third ACM Conference on Wireless Network Security, 2010

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

Proceedings of the Recent Advances in Intrusion Detection, 13th International Symposium, 2010

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

Ang Cui, Salvatore J. Stolfo

Proceedings of the Twenty-Sixth Annual Computer Security Applications Conference, 2010

2009

Addressing the Insider Threat.

Shari Lawrence Pfleeger, Salvatore J. Stolfo

IEEE Secur. Priv., 2009

Designing Host and Network Sensors to Mitigate the Insider Threat.

Brian M. Bowen, Malek Ben Salem, Shlomo Hershkop, Angelos D. Keromytis, Salvatore J. Stolfo

IEEE Secur. Priv., 2009

A link mining algorithm for earnings forecast and trading.

Germán Creamer, Salvatore J. Stolfo

Data Min. Knowl. Discov., 2009

Baiting Inside Attackers Using Decoy Documents.

Brian M. Bowen, Shlomo Hershkop, Angelos D. Keromytis, Salvatore J. Stolfo

Proceedings of the Security and Privacy in Communication Networks, 2009

Brave New World: Pervasive Insecurity of Embedded Network Devices.

Ang Cui, Yingbo Song, Pratap V. Prabhu, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection, 12th International Symposium, 2009

Adaptive Anomaly Detection via Self-calibration and Dynamic Updating.

Gabriela F. Cretu-Ciocarlie, Angelos Stavrou, Michael E. Locasto, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection, 12th International Symposium, 2009

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

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

Proceedings of the Network and Distributed System Security Symposium, 2009

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

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

Proceedings of the Information Systems Security, 5th International Conference, 2009

Polymorphic shellcode: the demise of signature-based detection.

Salvatore J. Stolfo

Proceedings of the Fifth Cyber Security and Information Intelligence Research Workshop, 2009

Keynote panel.

Doug Maughan, George Hull, Salvatore J. Stolfo, Robert J. Stratton III

Proceedings of the Fifth Cyber Security and Information Intelligence Research Workshop, 2009

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

Proceedings of the 2nd ACM Workshop on Security and Artificial Intelligence, 2009

A Network Access Control Mechanism Based on Behavior Profiles.

Vanessa Frías-Martínez, Joseph Sherrick, Salvatore J. Stolfo, Angelos D. Keromytis

Proceedings of the Twenty-Fifth Annual Computer Security Applications Conference, 2009

2008

A Survey of Insider Attack Detection Research.

Malek Ben Salem, Shlomo Hershkop, Salvatore J. Stolfo

Proceedings of the Insider Attack and Cyber Security - Beyond the Hacker, 2008

Casting out Demons: Sanitizing Training Data for Anomaly Sensors.

Gabriela F. Cretu, Angelos Stavrou, Michael E. Locasto, Salvatore J. Stolfo, Angelos D. Keromytis

Proceedings of the 2008 IEEE Symposium on Security and Privacy (S&P 2008), 2008

Return Value Predictability Profiles for Self-healing.

Michael E. Locasto, Angelos Stavrou, Gabriela F. Cretu, Angelos D. Keromytis, Salvatore J. Stolfo

Proceedings of the Advances in Information and Computer Security, 2008

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

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

Proceedings of the Information Security, 11th International Conference, 2008

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

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

Proceedings of the Twenty-Fourth Annual Computer Security Applications Conference, 2008

2007

Towards Stealthy Malware Detection.

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

Proceedings of the Malware Detection, 2007

Segmentation and Automated Social Hierarchy Detection through Email Network Analysis.

Germán Creamer, Ryan Rowe, Shlomo Hershkop, Salvatore J. Stolfo

Proceedings of the Advances in Web Mining and Web Usage Analysis, 2007

A Study of Malcode-Bearing Documents.

Wei-Jen Li, Salvatore J. Stolfo, Angelos Stavrou, Elli Androulaki, Angelos D. Keromytis

Proceedings of the Detection of Intrusions and Malware, 2007

On the infeasibility of modeling polymorphic shellcode.

Yingbo Song, Michael E. Locasto, Angelos Stavrou, Angelos D. Keromytis, Salvatore J. Stolfo

Proceedings of the 2007 ACM Conference on Computer and Communications Security, 2007

2006

Behavior-based modeling and its application to Email analysis.

Salvatore J. Stolfo, Shlomo Hershkop, Chia-Wei Hu, Wei-Jen Li, Olivier Nimeskern, Ke Wang

ACM Trans. Internet Techn., 2006

Verifying genre-based clustering approach to content extraction.

Suhit Gupta, Hila Becker, Gail E. Kaiser, Salvatore J. Stolfo

Proceedings of the 15th international conference on World Wide Web, 2006

Anagram: A Content Anomaly Detector Resistant to Mimicry Attack.

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

Proceedings of the Recent Advances in Intrusion Detection, 9th International Symposium, 2006

A temporal based forensic analysis of electronic communication.

Salvatore J. Stolfo, Germán Creamer, Shlomo Hershkop

Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

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

Gabriela F. Cretu, Janak J. Parekh, Ke Wang, Salvatore J. Stolfo

Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006

2005

A comparative evaluation of two algorithms for Windows Registry Anomaly Detection.

Salvatore J. Stolfo, Frank Apap, Eleazar Eskin, Katherine A. Heller, Shlomo Hershkop, Andrew Honig, Krysta M. Svore

J. Comput. Secur., 2005

Extracting context to improve accuracy for HTML content extraction.

Suhit Gupta, Gail E. Kaiser, Salvatore J. Stolfo

Proceedings of the 14th international conference on World Wide Web, 2005

Anomalous Payload-Based Worm Detection and Signature Generation.

Ke Wang, Gabriela F. Cretu, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection, 8th International Symposium, 2005

FLIPS: Hybrid Adaptive Intrusion Prevention.

Michael E. Locasto, Ke Wang, Angelos D. Keromytis, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection, 8th International Symposium, 2005

Combining email models for false positive reduction.

Shlomo Hershkop, Salvatore J. Stolfo

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

An Email Worm Vaccine Architecture.

Stelios Sidiroglou, John Ioannidis, Angelos D. Keromytis, Salvatore J. Stolfo

Proceedings of the Information Security Practice and Experience, 2005

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

Salvatore J. Stolfo, Shlomo Hershkop, Linh H. Bui, Ryan Ferster, Ke Wang

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Email mining toolkit supporting law enforcement forensic analyses.

Salvatore J. Stolfo, Shlomo Hershkop

Proceedings of the 2005 National Conference on Digital Government Research, 2005

2004

Using artificial anomalies to detect unknown and known network intrusions.

Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan

Knowl. Inf. Syst., 2004

Worm and Attack Early Warning.

Salvatore J. Stolfo

IEEE Secur. Priv., 2004

Identifying spam without peeking at the contents.

Shlomo Hershkop, Salvatore J. Stolfo

ACM Crossroads, 2004

Email archive analysis through graphical visualization.

Wei-Jen Li, Shlomo Hershkop, Salvatore J. Stolfo

Proceedings of the 1st ACM Workshop on Visualization and Data Mining for Computer Security, 2004

Anomalous Payload-Based Network Intrusion Detection.

Ke Wang, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection: 7th International Symposium, 2004

2003

A Behavior-Based Approach to Securing Email Systems.

Salvatore J. Stolfo, Shlomo Hershkop, Ke Wang, Olivier Nimeskern, Chia-Wei Hu

Proceedings of the Computer Network Security, 2003

Behavior Profiling of Email.

Salvatore J. Stolfo, Shlomo Hershkop, Ke Wang, Olivier Nimeskern, Chia-Wei Hu

Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003

EMT/MET: Systems for Modeling and Detecting Errant Email.

Salvatore J. Stolfo, Shlomo Hershkop, Ke Wang, Olivier Nimeskern

Proceedings of the 3rd DARPA Information Survivability Conference and Exposition (DISCEX-III 2003), 2003

Surveillance Detection in High Bandwidth Environments.

Seth Robertson, Eric V. Siegel, Matthew Miller, Salvatore J. Stolfo

Proceedings of the 3rd DARPA Information Survivability Conference and Exposition (DISCEX-III 2003), 2003

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

Salvatore J. Stolfo, Eric Johnson, Tomislav Pavlicec, Stephen Jan

Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

2002

Toward Cost-Sensitive Modeling for Intrusion Detection and Response.

Wenke Lee, Wei Fan, Matthew Miller, Salvatore J. Stolfo, Erez Zadok

J. Comput. Secur., 2002

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

Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Ensemble-based Adaptive Intrusion Detection.

Wei Fan, Salvatore J. Stolfo

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Detecting Malicious Software by Monitoring Anomalous Windows Registry Accesses.

Frank Apap, Andrew Honig, Shlomo Hershkop, Eleazar Eskin, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection, 5th International Symposium, 2002

Progressive Modeling.

Wei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo, Salvatore J. Stolfo

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

A Fully Distributed Framework for Cost-Sensitive Data Mining.

Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo

Proceedings of the 22nd International Conference on Distributed Computing Systems (ICDCS'02), 2002

Towards the Digital Government of the 21st Century.

Herbert Schorr, Salvatore J. Stolfo

Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

Adaptive Model Generation.

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

Proceedings of the Applications of Data Mining in Computer Security, 2002

A Geometric Framework for Unsupervised Anomaly Detection.

Eleazar Eskin, Andrew Arnold, Michael J. Prerau, Leonid Portnoy, Salvatore J. Stolfo

Proceedings of the Applications of Data Mining in Computer Security, 2002

2001

Data Mining-based Intrusion Detectors: An Overview of the Columbia IDS Project.

Salvatore J. Stolfo, Wenke Lee, Philip K. Chan, Wei Fan, Eleazar Eskin

SIGMOD Rec., 2001

Cost Complexity-Based Pruning of Ensemble Classifiers.

Andreas L. Prodromidis, Salvatore J. Stolfo

Knowl. Inf. Syst., 2001

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

Proceedings of the FREENIX Track: 2001 USENIX Annual Technical Conference, 2001

Data Mining Methods for Detection of New Malicious Executables.

Matthew G. Schultz, Eleazar Eskin, Erez Zadok, Salvatore J. Stolfo

Proceedings of the 2001 IEEE Symposium on Security and Privacy, 2001

2000

A framework for constructing features and models for intrusion detection systems.

Wenke Lee, Salvatore J. Stolfo

ACM Trans. Inf. Syst. Secur., 2000

Adaptive Intrusion Detection: A Data Mining Approach.

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

Artif. Intell. Rev., 2000

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

Proceedings of the Recent Advances in Intrusion Detection, Third International Workshop, 2000

A Multiple Model Cost-Sensitive Approach for Intrusion Detection.

Wei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew Miller

Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000

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

Herbert Schorr, Salvatore J. Stolfo

Proceedings of the 2000 National Conference on Digital Government Research, 2000

1999

Guest Editors' Introduction.

Philip K. Chan, Salvatore J. Stolfo, David H. Wolpert

Mach. Learn., 1999

Distributed data mining in credit card fraud detection.

Philip Chan, Wei Fan, Andreas L. Prodromidis, Salvatore J. Stolfo

IEEE Intell. Syst., 1999

A Data Mining Framework for Building Intrusion Detection Models.

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

Proceedings of the 1999 IEEE Symposium on Security and Privacy, 1999

Combining Knowledge Discovery and Knowledge Engineering to Build IDSs.

Wenke Lee, Salvatore J. Stolfo

Proceedings of the Recent Advances in Intrusion Detection, Second International Workshop, 1999

Mining in a Data-Flow Environment: Experience in Network Intrusion Detection.

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

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

The Application of AdaBoost for Distributed, Scalable and On-Line Learning.

Wei Fan, Salvatore J. Stolfo, Junxin Zhang

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Automated Intrusion Detection Using NFR: Methods and Experiences.

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

Proceedings of the Workshop on Intrusion Detection and Network Monitoring, 1999

AdaCost: Misclassification Cost-Sensitive Boosting.

Wei Fan, Salvatore J. Stolfo, Junxin Zhang, Philip K. Chan

Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

Minimal Cost Complexity Pruning of Meta-Classifiers.

Andreas L. Prodromidis, Salvatore J. Stolfo

Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998

Database Research at Columbia University.

Shih-Fu Chang, Luis Gravano, Gail E. Kaiser, Kenneth A. Ross, Salvatore J. Stolfo

SIGMOD Rec., 1998

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

Mauricio A. Hernández, Salvatore J. Stolfo

Data Min. Knowl. Discov., 1998

A Digital Government for the 21st Century.

Herbert Schorr, Salvatore J. Stolfo

Commun. ACM, 1998

AI Approaches to Fraud Detection and Risk Management.

Tom Fawcett, Ira J. Haimowitz, Foster J. Provost, Salvatore J. Stolfo

AI Mag., 1998

Data Mining Approaches for Intrusion Detection.

Wenke Lee, Salvatore J. Stolfo

Proceedings of the 7th USENIX Security Symposium, 1998

Mining Databases with Different Schemas: Integrating Incompatible Classifiers.

Andreas L. Prodromidis, Salvatore J. Stolfo

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Mining Audit Data to Build Intrusion Detection Models.

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

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

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

Philip K. Chan, Salvatore J. Stolfo

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1997

On the Accuracy of Meta-Learning for Scalable Data Mining.

Philip K. Chan, Salvatore J. Stolfo

J. Intell. Inf. Syst., 1997

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

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

1996

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

Philip K. Chan, Salvatore J. Stolfo

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

1995

The Merge/Purge Problem for Large Databases.

Mauricio A. Hernández, Salvatore J. Stolfo

Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995

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

Philip K. Chan, Salvatore J. Stolfo

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

A coding approach to event correlation.

Shmuel Kliger, Shaula Yemini, Yechiam Yemini, David Ohsie, Salvatore J. Stolfo

Proceedings of the Integrated Network Management IV, 1995

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

Philip K. Chan, Salvatore J. Stolfo

Proceedings of the Machine Learning, 1995

1994

Scalable Parallel and Distributed Expert Database Systems with Predictive Load Balancing.

Hasanat M. Dewan, Salvatore J. Stolfo, Leland Woodbury

J. Parallel Distributed Comput., 1994

Predictive Dynamic Load Balancing of Parallel and Distributed Rule and Query Processing.

Hasanat M. Dewan, Salvatore J. Stolfo, Mauricio A. Hernández, Jae-Jun Hwang

Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, 1994

Performance of Incremental Update in Database Rule Processing.

David Ohsie, Hasanat M. Dewan, Salvatore J. Stolfo, Sushil Da Silva

Proceedings of the Fourth International Workshop on Research Issues in Data Engineering: Active Database Systems, 1994

Meta-level Control of Rule Execution in a Parallel and Distributed Expert Database System.

Hasanat M. Dewan, Salvatore J. Stolfo

Proceedings of the Fourth International Workshop on Research Issues in Data Engineering: Active Database Systems, 1994

Predictive Dynamic Load Balancing of Parallel Hash-Joins Over Heterogeneous Processors in the Presence of Data Skew.

Hasanat M. Dewan, Mauricio A. Hernández, Kui W. Mok, Salvatore J. Stolfo

Proceedings of the Third International Conference on Parallel and Distributed Information Systems (PDIS 94), 1994

1993

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

Benjamin W. Wah, Thomas S. Huang, Aravind K. Joshi, Dan I. Moldovan, Yiannis Aloimonos, Ruzena Bajcsy, Dana H. Ballard, Doug DeGroot, Kenneth DeJong, Charles R. Dyer, Scott E. Fahlman, Ralph Grishman, Lynette Hirschman, Richard E. Korf, Stephen E. Levinson, Daniel P. Miranker, N. H. Morgan, Sergei Nirenburg, Tomaso A. Poggio, Edward M. Riseman, Craig Stanfil, Salvatore J. Stolfo, Steven L. Tanimoto, Charles C. Weems

IEEE Trans. Knowl. Data Eng., 1993

Dynamic neighborhood bounding for Monte Carlo simulation.

Jason S. Glazier, Salvatore J. Stolfo

Proceedings of the 25th Winter Simulation Conference, 1993

System Reorganization and Load Balancing of Parallel Database Rule Processing.

Hasanat M. Dewan, Salvatore J. Stolfo

Proceedings of the Methodologies for Intelligent Systems, 7th International Symposium, 1993

Toward Multi-Strategy Parallel & Distributed Learning in Sequence Analysis.

Philip K. Chan, Salvatore J. Stolfo

Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, 1993

Experiments on Multi-Strategy Learning by Meta-Learning.

Philip K. Chan, Salvatore J. Stolfo

Proceedings of the CIKM 93, 1993

1992

Incremental Database Rule Processing In PARADISER.

Hasanat M. Dewan, David Ohsie, Salvatore J. Stolfo, Ouri Wolfson, Sushil Da Silva

J. Intell. Inf. Syst., 1992

Is Production System Match Interesting?

Mark Perlin, Jaime G. Carbonell, Daniel P. Miranker, Salvatore J. Stolfo, Milind Tambe

Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992

1991

PARULE: Parallel Rule Processing Using Meta-rules for Redaction.

Salvatore J. Stolfo, Ouri Wolfson, Philip K. Chan, Hasanat M. Dewan, Leland Woodbury, Jason S. Glazier, David Ohsie

J. Parallel Distributed Comput., 1991

Incremental Evaluation of Rules and its Relationship to Parallelism.

Ouri Wolfson, Hasanat M. Dewan, Salvatore J. Stolfo, Yechiam Yemini

Proceedings of the 1991 ACM SIGMOD International Conference on Management of Data, 1991

The PARULEL Parallel Rule Language.

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

Proceedings of the International Conference on Parallel Processing, 1991

1989

Speech Recognition in Parallel.

Salvatore J. Stolfo, Zvi Galil, Kathleen R. McKeown, Russell Mills

Proceedings of the Speech and Natural Language: Proceedings of a Workshop Held at Cape Cod, 1989

1987

Initial Performance of the DADO2 Prototype.

Salvatore J. Stolfo

Computer, 1987

1986

The DADO Production System Machine.

Salvatore J. Stolfo, Daniel P. Miranker

J. Parallel Distributed Comput., 1986

The Do-loop Considered Harmful in Production System Programming.

Michael van Biema, Daniel P. Miranker, Salvatore J. Stolfo

Proceedings of the Expert Database Systems, 1986

1985

Towards the Parallel Execution of Rules in Production System Programs.

Toru Ishida, Salvatore J. Stolfo

Proceedings of the International Conference on Parallel Processing, 1985

1984

Logic Programming Using Parallel Associative Operations.

Stephen Taylor, Andy Lowry, Gerald Q. Maguire Jr., Salvatore J. Stolfo

Proceedings of the 1984 International Symposium on Logic Programming, 1984

LPS Algorithms.

Andy Lowry, Stephen Taylor, Salvatore J. Stolfo

Proceedings of the International Conference on Fifth Generation Computer Systems, 1984

Five Parallel Algorithms for Production System Execution on the DADO Machine.

Salvatore J. Stolfo

Proceedings of the National Conference on Artificial Intelligence. Austin, 1984

1983

ACE: An Expert System for Telephone Cable Maintenance.

Gregg T. Vesonder, Salvatore J. Stolfo, John E. Zielinski, Frederick D. Miller, David H. Copp

Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

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

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

Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

1982

DADO: A Tree-Structured Machine Architecture for Production Systems.

Salvatore J. Stolfo, David Elliot Shaw

Proceedings of the National Conference on Artificial Intelligence, 1982

1981

The NON-VON Database Machine: A Brief Overview.

David Elliot Shaw, Salvatore J. Stolfo, Hussein Ibrahim, Bruce Hillyer, Gio Wiederhold, J. A. Andrews

IEEE Database Eng. Bull., 1981

1979

Automatic Discovery of Heuristics for Nondeterministic Programs.

Salvatore J. Stolfo, Malcolm C. Harrison

Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979