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Monthly Archives: April 2025

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Read more about the article AI Model Extraction and Distillation Attacks: How Your Model Gets Stolen

AI Model Extraction and Distillation Attacks: How Your Model Gets Stolen

  • Post author:Prabhu Kalyan Samal
  • Post published:April 22, 2025
  • Post category:AI & Agent Security/Security

How AI models get stolen through extraction and distillation attacks. Explore techniques, defenses, and real-world ML security case studies.

Continue ReadingAI Model Extraction and Distillation Attacks: How Your Model Gets Stolen
Read more about the article Request Smuggling Explained: Detection and Mitigation in Depth

Request Smuggling Explained: Detection and Mitigation in Depth

  • Post author:Prabhu Kalyan Samal
  • Post published:April 16, 2025
  • Post category:Security/Web & API Security

In-depth guide to HTTP request smuggling attacks. Learn how to exploit discrepancies between frontend proxies and backend servers in both HTTP/1.1 and HTTP/2 environments with practical examples.

Continue ReadingRequest Smuggling Explained: Detection and Mitigation in Depth
Read more about the article API Security: Authorization Flaws Behind Modern Breaches
API Security: Authorization Flaws Behind Modern Breaches

API Security: Authorization Flaws Behind Modern Breaches

  • Post author:Prabhu Kalyan Samal
  • Post published:April 8, 2025
  • Post category:Security/Web & API Security

A practical analysis of API security authorization flaws behind modern breaches. Covers BOLA, BFLA, IDOR, mass assignment, shadow APIs, and defense strategies for API-first architectures.

Continue ReadingAPI Security: Authorization Flaws Behind Modern Breaches
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