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Abraham Kang

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titleconferencedate
Understanding the Threats and Attacks on Data Science Applications and ModelsOWASP Global AppSec Virtual 20202020-10-22
Shows concrete threats: data poisoning via fake tweets and millisecond buy‑cancel orders that trick trading models, sensor spoofing in manufacturing, and…
Talk on
MLSec Going DeeperOWASP Global AppSec Virtual 20202020-10-22
Claims that adversarial samples hit nearly every model not just deep nets and demonstrates concrete attacks on k‑NN, Naive Bayes, linear classifiers, decision…
Talk on
How to select between SAST, DAST, IAST, RASP, and ASTOWASP Global AppSec Virtual 20202020-10-22
Static analysis scans all reachable code paths but produces high false positives and needs rules for niche frameworks; binary SAST finds third‑party binaries…
Talk on
Understanding Security Threats Against Machine/Deep Learning ApplicationsDevoxx Belgium 20192019-11-04
Covers practical attacker methods and concrete defenses: white‑box gradients (use of the fast gradient sign method and Jacobian saliency maps), optimization…
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Security Vulnerabilities in AI Assistant Based ApplicationsOWASP AppSec USA 20182018-10-11
Claims that malware can record assistant commands and location and an app was removed from the Play Store; a physical attack using an inductive speaker demo…
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