Salvatore Stolfo
Salvatore Stolfo
Professor of Computer Science, Columbia University
Verified email at columbia.edu - Homepage
TitleCited byYear
Data mining approaches for intrusion detection
W Lee, S Stolfo
17951998
A data mining framework for building intrusion detection models
W Lee, SJ Stolfo, KW Mok
Proceedings of the 1999 IEEE Symposium on Security and Privacy (Cat. No …, 1999
17061999
The merge/purge problem for large databases
MA Hernández, SJ Stolfo
ACM Sigmod Record 24 (2), 127-138, 1995
11361995
A framework for constructing features and models for intrusion detection systems
W Lee, SJ Stolfo
ACM transactions on Information and system security (TiSSEC) 3 (4), 227-261, 2000
10522000
Real-world data is dirty: Data cleansing and the merge/purge problem
MA Hernández, SJ Stolfo
Data mining and knowledge discovery 2 (1), 9-37, 1998
10441998
Anomalous payload-based network intrusion detection
K Wang, SJ Stolfo
International Workshop on Recent Advances in Intrusion Detection, 203-222, 2004
10102004
Data mining methods for detection of new malicious executables
MG Schultz, E Eskin, F Zadok, SJ Stolfo
Proceedings 2001 IEEE Symposium on Security and Privacy. S&P 2001, 38-49, 2001
9992001
Method and system for using intelligent agents for financial transactions, services, accounting, and advice
D Schutzer, WH Forster Jr, H Hu, W Lee, SJ Stolfo, W Fan
US Patent 5,920,848, 1999
7581999
AdaCost: misclassification cost-sensitive boosting
W Fan, SJ Stolfo, J Zhang, PK Chan
Icml 99, 97-105, 1999
6211999
Distributed data mining in credit card fraud detection
PK Chan, W Fan, AL Prodromidis, SJ Stolfo
IEEE Intelligent systems, 67-74, 1999
5441999
Cost-based modeling for fraud and intrusion detection: Results from the JAM project
SJ Stolfo, W Fan, W Lee, A Prodromidis, PK Chan
Proceedings DARPA Information Survivability Conference and Exposition …, 2000
5262000
Toward Scalable Learning with Non-Uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection.
PK Chan, SJ Stolfo
KDD 98, 164-168, 1998
5151998
Adaptive intrusion detection: A data mining approach
W Lee, SJ Stolfo, KW Mok
Artificial Intelligence Review 14 (6), 533-567, 2000
4682000
Method and apparatus for imaging, image processing and data compression merge/purge techniques for document image databases
SJ Stolfo
US Patent 5,668,897, 1997
4571997
Learning patterns from unix process execution traces for intrusion detection
W Lee, SJ Stolfo, PK Chan
AAAI Workshop on AI Approaches to Fraud Detection and Risk Management, 50-56, 1997
4541997
Method and apparatus for imaging, image processing and data compression
SJ Stolfo
US Patent 5,748,780, 1998
4451998
JAM: Java Agents for Meta-Learning over Distributed Databases.
SJ Stolfo, AL Prodromidis, S Tselepis, W Lee, DW Fan, PK Chan
KDD 97, 74-81, 1997
4321997
Toward cost-sensitive modeling for intrusion detection and response
W Lee, W Fan, M Miller, SJ Stolfo, E Zadok
Journal of computer security 10 (1-2), 5-22, 2002
4142002
Mining audit data to build intrusion detection models
W Lee, S Stolfo, KW Mok
3941998
Anagram: A content anomaly detector resistant to mimicry attack
K Wang, JJ Parekh, SJ Stolfo
International Workshop on Recent Advances in Intrusion Detection, 226-248, 2006
3752006
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