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Bootstrapping SFA Learning
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Classroom Contents
Automated Evasion Attacks and Fingerprinting Using Blackbox Differential Automata Learning
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- 1 Intro
- 2 Motivation
- 3 Evaluating Web Security Products
- 4 Why Differential Testing
- 5 Why not Differential Testing
- 6 Overview
- 7 Symbolic Finite Automata (SFA)
- 8 Learning Symbolic Automata
- 9 Why Differential Automata Learning
- 10 Bootstrapping SFA Learning
- 11 Difference Analysis
- 12 Generating Program Fingerprints
- 13 Fingerprint Tree
- 14 Evaluation Of Bootstrapping Algorithm
- 15 Differences in TCP/IP Implementations
- 16 Mac OSX TCP/IP State Machine
- 17 Conclusions
