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DIMVA
2009
15 years 4 months ago
A Case Study on Asprox Infection Dynamics
Abstract. The Asprox infection weaves a complex chain of dependencies involving bots that perform SQL injections on vulnerable web servers, and visitors whose machines get compromi...
Youngsang Shin, Steven A. Myers, Minaxi Gupta
ICML
2010
IEEE
15 years 4 months ago
Internal Rewards Mitigate Agent Boundedness
Abstract--Reinforcement learning (RL) research typically develops algorithms for helping an RL agent best achieve its goals-however they came to be defined--while ignoring the rela...
Jonathan Sorg, Satinder P. Singh, Richard Lewis
COMPSEC
2008
113views more  COMPSEC 2008»
15 years 3 months ago
Automated containment of rootkits attacks
Abstract-- Rootkit attacks are a serious threat to computer systems. Packaged with other malware such as worms, viruses and spyware, rootkits pose a more potent threat than ever be...
Arati Baliga, Liviu Iftode, Xiaoxin Chen
AIS
2006
Springer
15 years 3 months ago
Computer vision for artists and designers: pedagogic tools and techniques for novice programmers
Abstract This article attempts to demystify computer vision for novice programmers through a survey of new applications in the arts, system design considerations, and contemporary ...
Golan Levin
ML
2008
ACM
152views Machine Learning» more  ML 2008»
15 years 3 months ago
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
András Antos, Csaba Szepesvári, R&ea...