Adversarial Attacks on Transformers-Based Malware Detectors

1 code implementation • 1 Oct 2022 • Yash Jakhotiya, Heramb Patil, Jugal Rawlani, Dr. Sunil B. Mane

Signature-based malware detectors have proven to be insufficient as even a small change in malignant executable code can bypass these signature-based detectors.

Improving Assistive Robotics with Deep Reinforcement Learning

no code implementations • 5 Sep 2022 • Yash Jakhotiya, Iman Haque

Our baseline implementation meets or exceeds the baseline of the original work, however, we found that our explorations into the new methods was not as effective as we anticipated.

reinforcement-learning Reinforcement Learning (RL)

JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning

1 code implementation • SemEval (NAACL) 2022 • Yash Jakhotiya, Vaibhav Kumar, Ashwin Pathak, Raj Shah

In this paper, we train multiple Large Language Models in both the settings and achieve an F1 score (macro) of 0. 73 for the zero shot setting and an F1 score (macro) of 0. 85 for the one shot setting.

Binary Classification Classification +3