Efficient learning of typical finite automata from random walks

Simple, state-based approaches to program-based anomaly detection

ACM Transactions on Information and System Security (TISSEC)

Synthesis of Supervisors Using Learning Algorithm of RegularLanguages

Discrete Event Dynamic Systems

The power of a pebble: exploring and mapping directed graphs

Information and Computation

A Real-Time Intrusion Detection System Based on Learning Program Behavior

RAID '00 Proceedings of the Third International Workshop on Recent Advances in Intrusion Detection

Using Finite Automata to Mine Execution Data for Intrusion Detection: A Preliminary Report

RAID '00 Proceedings of the Third International Workshop on Recent Advances in Intrusion Detection

On-line identification and reconstruction of finite automata with generalized recurrent neural networks

Neural Networks

Learning finite automata using label queries

ALT'09 Proceedings of the 20th international conference on Algorithmic learning theory

Lower bounds on learning random structures with statistical queries

ALT'10 Proceedings of the 21st international conference on Algorithmic learning theory

Locality and checkability in wait-free computing

DISC'11 Proceedings of the 25th international conference on Distributed computing

PAC learning axis-aligned mixtures of gaussians with no separation assumption

COLT'06 Proceedings of the 19th annual conference on Learning Theory