About Me
Hi! My name is Suha Sabi Hussain.
I’m a security engineer on the machine learning assurance team at Trail of Bits. I’ve worked on projects such as the Safetensors security audit and Fickling. I received my BS in Computer Science from Georgia Tech (with threads in people and theory).
Outside of work, I'm a member of Hack Manhattan, a practitioner of Brazilian Jiu-Jitsu, and an appreciator of NYC restaurants.
You can contact me at suhashussain1 ‘at’ gmail ‘dot’ com or @suhackerr on Twitter.
Machine Learning Security
Trail of Bits
MLFiles - Using Input-Handling Bugs to Inject Backdoors Into Machine Learning Pipelines
Assessing the security posture of a widely used vision model: YOLOv7
Secure your machine learning with Semgrep
DEF CON 30 AI Village: Panel: The Use of AI/ML in Offensive Security Operations.
Never a Dill Moment: Exploiting Machine Learning Pickle Files
PrivacyRaven: Comprehensive Privacy Testing for Deep Learning
NYU CCS
COPPTCHA: COPPA Tracking by Checking Hardware-Level Activity
A New Method for the Exploitation of Speech Recognition Systems
- Invited Talk at the NSA Research Directorate (Slides, Paper)
- Computational Cybersecurity for Compromised Environments Workshop - Poster