Trustme: Explainable Adversarial Attack Detection and Mitigation for Object Recognition Algorithms

Accessibility Controls

Implementing Organization

Indian Institute of Technology (IIT), Jodhpur, Rajasthan, Rajasthan

Innovator Details

Innovator

Dr. Richa Singh

Co-Developer / Co-Innovator

Dr. Mayank Vatsa

About

To address the challenge of adversarial attacks for deep learning algorithms for object recognition algorithms and ensure dependability of a machine learning algorithm such that the input data is not attacked and the attack is mitigated.

Related Innovations

Funding Organization

Department of Science and Technology (DST)

Quick Information

TRL: Technology Readiness Level

TIH Name

iHub Divya Sampark, IIT Jodhpur

Status

ongoing

Source

National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS)

Accessibility Controls

Academic Innovations