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» Equivalences on Observable Processes
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AAAI
2008
15 years 6 months ago
Proactive Intrusion Detection
Machine learning systems are deployed in many adversarial conditions like intrusion detection, where a classifier has to decide whether a sequence of actions come from a legitimat...
Benjamin Liebald, Dan Roth, Neelay Shah, Vivek Sri...
115
Voted
AAAI
2007
15 years 6 months ago
Optimizing Anthrax Outbreak Detection Using Reinforcement Learning
The potentially catastrophic impact of a bioterrorist attack makes developing effective detection methods essential for public health. In the case of anthrax attack, a delay of ho...
Masoumeh T. Izadi, David L. Buckeridge
131
Voted
AAAI
2007
15 years 6 months ago
Continuous State POMDPs for Object Manipulation Tasks
My research focus is on using continuous state partially observable Markov decision processes (POMDPs) to perform object manipulation tasks using a robotic arm. During object mani...
Emma Brunskill
NSDI
2007
15 years 6 months ago
WiDS Checker: Combating Bugs in Distributed Systems
Despite many efforts, the predominant practice of debugging a distributed system is still printf-based log mining, which is both tedious and error-prone. In this paper, we present...
Xuezheng Liu, Wei Lin, Aimin Pan, Zheng Zhang
133
Voted
USS
2008
15 years 6 months ago
To Catch a Predator: A Natural Language Approach for Eliciting Malicious Payloads
We present an automated, scalable, method for crafting dynamic responses to real-time network requests. Specifically, we provide a flexible technique based on natural language pro...
Sam Small, Joshua Mason, Fabian Monrose, Niels Pro...