singh

Singh

Our group explores vulnerabilities of cyber-physical systems and provides secure alternatives. Recent research highlights vulnerabilities of the GNSS positioning and CANBus. We are currently exploring the possibility of designing secure sensors (e.g., LiDAR), secure and scalable positioning systems (e.g., GNSS+LEO+5G), and exploring privacy leakage from communication protocols.

Members

Most Recent Publications

Year 2026

2026-07-08

Prune to Protect:
Faster Training and Enhanced Privacy by Dynamic Data Pruning

Conference / Medium

International Conference on Machine Learning workshop(ICML-W) Prune to Protect: Faster Training and Enhanced Privacy by Dynamic Data Pruning

Tags

Trustworthy Information Processing

Authors

Chinmay Joshi
Advait Gadhikar
Celia Rubio Madrigal
Aneet Kumar Dutta
Mridula Singh
Rebekka Burkholz

Full Paper Visit Detail Page

2026-06

FEVA-ICS:
Benchmarking Adversarial Robustness of Machine Learning-based Intrusion Detection Systems in Industrial Control Systems

Conference / Medium

ACM Cyber-Physical System Security Workshop (CPSS) FEVA-ICS: Benchmarking Adversarial Robustness of Machine Learning-based Intrusion Detection Systems in Industrial Control Systems

Tags

Secure Connected and Mobile Systems

Authors