Siddharth Singh

Enhancement of A5/1 Stream Cipher with Non-Linear Function using MOSFET

2019 · International Journal of Engineering and Advanced Technology

Living in this modern era – the epitome of communication GSM networks is one of the mainly used architectures. But GSM architecture has its own shortcomings; the GSM network is vulnerable to various security threats. …

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

2024 · arXiv (Cornell University)

Large language models can memorize and repeat their training data, causing privacy and copyright risks. To mitigate memorization, we introduce a subtle modification to the next-token training objective that we call the goldfish loss. During …