nikhilj

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18-February-2021
nikhilj

SEC4ML Part-3: Model Skewing Attacks on Machine Learning Models

This is part 3 of our SEC4ML subsection from https://payatu.com/blog/t=ml . In SEC4ML we will discuss possible attacks like Adversarial Learning, Model Stealing, Model Inversion, Data poisoning, etc. ...
12-July-2020
nikhilj

SEC4ML Part-2: Adversarial Machine Learning attacks

This is the SEC4ML subsection of the Machine Learning series. Here we will discuss potential vulnerabilities in Machine Learning applications. SEC4ML will cover attacks like Adversarial Learning, Mode...
10-June-2020
nikhilj

Security and privacy of AI or ML applications - A layman's guide

Machine Learning(ML) is under exponential growth these days. Businesses, Academia and tech enthusiasts are really hyped about trying out ML to solve their problems. Students are driven to learn this n...
13-January-2020
nikhilj

SEC4ML part-1: Model Stealing Attack on Locally Deployed ML Models

This is the SEC4ML subsection of the Machine Learning series. Here we will discuss potential vulnerabilities in Machine Learning applications. SEC4ML will cover attacks like Adversarial Learning, Mode...