Intellectual Property India Publishes Patent Application for 'A Gan-Based Adversarial Attacks On Slm-Based Agentic Intrusion Detection System' Filed by Nitte

MUMBAI, India, Feb. 27 -- Intellectual Property India has published a patent application (202641018218 A) filed by Nitte, Mangaluru, Karnataka, on Feb. 18, for 'a gan-based adversarial attacks on slm-based agentic intrusion detection system.'

Inventor(s) include Sannidhan M S; Pratheeksha Hegde N; and Rakshitha.

The application for the patent was published on Feb. 27, under issue no. 09/2026.

According to the abstract released by the Intellectual Property India: "Disclosed herein is a GAN-based adversarial attacks on SLM-based Agentic intrusion detection system (100) comprises a Wasserstein GAN with Gradient Penalty (WGAN-GP) generator module (102) configured to generate adversarial network traffic. The system also includes a surrogate classifier module (104) trained to provide differentiable gradients mimicking a target IDS classifier. The system also includes a restricted modification layer (106) ensuring protocol-critical network features remain valid. The system also includes a temporal consistency verification module (108) for detecting adversarial distribution corruption."

Disclaimer: Curated by HT Syndication.