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» Formal Reasoning About Causality Analysis
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RAID
2004
Springer
14 years 24 days ago
Formal Reasoning About Intrusion Detection Systems
We present a formal framework for the analysis of intrusion detection systems (IDS) that employ declarative rules for attack recognition, e.g. specification-based intrusion detect...
Tao Song, Calvin Ko, Jim Alves-Foss, Cui Zhang, Ka...
KR
2004
Springer
14 years 24 days ago
Causation and Causal Conditionals
Causation is defined recursively: event e is the cause of condition φ in context c iff e is the only sufficient cause of φ in c, and removing e from c either removes φ from c...
John Bell
VL
2010
IEEE
195views Visual Languages» more  VL 2010»
13 years 5 months ago
Causal Reasoning with Neuron Diagrams
The principle of causation is fundamental to science and society and has remained an active topic of discourse in philosophy for over two millennia. Modern philosophers often rely...
Martin Erwig, Eric Walkingshaw
KR
2010
Springer
14 years 7 days ago
The Temporal Logic of Token Causes
While type causality helps us to understand general relationships such as the etiology of a disease (smoking causing lung cancer), token causality aims to explain causal connectio...
Samantha Kleinberg, Bud Mishra
AAAI
2011
12 years 7 months ago
Transportability of Causal and Statistical Relations: A Formal Approach
We address the problem of transferring information learned from experiments to a different environment, in which only passive observations can be collected. We introduce a formal ...
Judea Pearl, Elias Bareinboim