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9 - Adversarial Machine Learning Challenges
- from Part IV - Future Directions in Adversarial Machine Learning
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- Adversarial Machine Learning
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- 14 March 2019
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- 21 February 2019, pp 241-252
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5 - Availability Attack Case Study: SpamBayes
- from Part II - Causative Attacks on Machine Learning
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- Adversarial Machine Learning
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- 21 February 2019, pp 105-133
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6 - Integrity Attack Case Study: PCA Detector
- from Part II - Causative Attacks on Machine Learning
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- Adversarial Machine Learning
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- 21 February 2019, pp 134-164
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Part IV - Future Directions in Adversarial Machine Learning
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- Adversarial Machine Learning
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- 21 February 2019, pp 239-240
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4 - Attacking a Hypersphere Learner
- from Part II - Causative Attacks on Machine Learning
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- Adversarial Machine Learning
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- 21 February 2019, pp 69-104
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Part I - Overview of Adversarial Machine Learning
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- Adversarial Machine Learning
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- 21 February 2019, pp 1-2
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Adversarial Machine Learning
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- 21 February 2019
Acknowledgments
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- Adversarial Machine Learning
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- 21 February 2019, pp xiii-xiv
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3 - A Framework for Secure Learning
- from Part I - Overview of Adversarial Machine Learning
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- Adversarial Machine Learning
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- 21 February 2019, pp 29-66
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Appendix D: Full Proofs for Near-Optimal Evasion
- from Part V - Appendixes
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- Adversarial Machine Learning
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- 21 February 2019, pp 285-294
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Index
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- 21 February 2019, pp 322-325
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List of Symbols
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- Adversarial Machine Learning
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- 21 February 2019, pp xi-xii
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Part II - Causative Attacks on Machine Learning
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- Adversarial Machine Learning
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- 21 February 2019, pp 67-68
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2 - Background and Notation
- from Part I - Overview of Adversarial Machine Learning
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- 21 February 2019, pp 20-28
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Part III - Exploratory Attacks on Machine Learning
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- 21 February 2019, pp 165-166
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1 - Introduction
- from Part I - Overview of Adversarial Machine Learning
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- 21 February 2019, pp 3-19
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Appendix C: Analysis of SpamBayes
- from Part V - Appendixes
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- 21 February 2019, pp 276-284
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Frontmatter
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- 21 February 2019, pp i-iv
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Appendix B: Full Proofs for Hypersphere Attacks
- from Part V - Appendixes
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- 21 February 2019, pp 266-275
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References
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- 21 February 2019, pp 307-321
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