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» Generating Fixes from Object Behavior Anomalies
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KBSE
2009
IEEE
13 years 11 months ago
Generating Fixes from Object Behavior Anomalies
Advances in recent years have made it possible in some cases to locate a bug (the source of a failure) automatically. But debugging is also about correcting bugs. Can tools do thi...
Valentin Dallmeier, Andreas Zeller, Bertrand Meyer
KDD
2008
ACM
195views Data Mining» more  KDD 2008»
14 years 5 months ago
Anomaly pattern detection in categorical datasets
We propose a new method for detecting patterns of anomalies in categorical datasets. We assume that anomalies are generated by some underlying process which affects only a particu...
Kaustav Das, Jeff G. Schneider, Daniel B. Neill
ACSAC
2004
IEEE
13 years 8 months ago
RACOON: Rapidly Generating User Command Data For Anomaly Detection From Customizable Templates
One of the biggest obstacles faced by user command based anomaly detection techniques is the paucity of data. Gathering command data is a slow process often spanning months or yea...
Ramkumar Chinchani, Aarthie Muthukrishnan, Madhusu...
PST
2008
13 years 6 months ago
Mimicry Attacks Demystified: What Can Attackers Do to Evade Detection?
Mimicry attacks have been the focus of detector research where the objective of the attacker is to generate an attack that evades detection while achieving the attacker's goa...
Hilmi Günes Kayacik, A. Nur Zincir-Heywood
ACSAC
2008
IEEE
13 years 6 months ago
Behavior-Profile Clustering for False Alert Reduction in Anomaly Detection Sensors
Anomaly Detection (AD) sensors compute behavior profiles to recognize malicious or anomalous activities. The behavior of a host is checked continuously by the AD sensor and an ale...
Vanessa Frías-Martínez, Salvatore J....