Computer Architecture and Systems Research (CASR) Lab

Computer Architecture and Systems Research (CASR) is a research group at University of Central Florida. Our CASR lab works in the areas of computer architecture, systems and security. As computing is becoming increasingly ubiquitous and specialized, ensuring secure and high-performance design for computing systems is imperative. Our group aims to build secure-by-design, efficient, and advanced future systems through novel techniques spanning hardware, computer architecture and systems.

Join CASR

News

  • Our work DeepSteal is selected as the candidate for Top Picks in HES (Oct. 2024).
     Other
  • We released the PoC source code for DeepVenom backdoor in Github (Sept. 2024)
     Code
  • IvLeague is accepted in MICRO’24! , Congrats Chowdhuryy! (July 2024)
     Paper
  • Md Hafizul Islam Chowdhuryy has  successfully defended his PhD dissertation, congratulations Chowdhuryy! (July 2024)  
     Graduation
  • WBP is accepted in ECCV’24! , Congrats Kunbei! (July 2024)
     Paper
  • Our NSF CAREER project is funded, thanks NSF! (April 2024)
     Grant
  • MetaLeak is accepted in ISCA’24! , Congrats Chowdhuryy! (March 2024)
     Paper
  • PowSpectre is accepted in AsiaCCS’24! , Congrats Chowdhuryy! (March 2024)
     Paper
  • One paper is accepted in USENIX Security’24! (March 2024)
     Paper
  • Our work DeepVenom is accepted in IEEE S&P’24. Congrats Kunbei! (March 2024)
     Paper

More

Selected Publications

ISCA'24
MetaLeak: Uncovering Side Channels in Secure Processor Architectures Exploiting Metadata
Md Hafizul Islam Chowdhuryy*, Hao Zheng and Fan Yao
IEEE/ACM Annual International Symposium on Computer Architecture (ISCA)
2024
HPCA'23
D-Shield: Enabling Processor-side Encryption and Integrity Verification for Secure NVMe Drives
Md Hafizul Islam Chowdhuryy*, Myoungsoo Jung, Fan Yao, Amro Awad
IEEE International Symposium on High-Performance Computer Architecture
2023
PDF Slides
S&P'22
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories
Adnan Siraj Rakin+, Md Hafizul Chowdhuryy+*, Fan Yao and Deliang Fan (+ Co-first authors)
IEEE Symposium on Security and Privacy
2022
PDF Slides Talk
MICRO'21
LADDER: Architecting Content and Location-aware Writes for Crossbar Resistive Memories
Md Hafizul Chowdhuryy*, Muhammad R. Haq Rashed, Amro Awad, Rickard Ewetz and Fan Yao
The IEEE/ACM International Symposium on Microarchitecture
2021
PDF Slides Talk
Security'20
DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips
Fan Yao, Adnan Siraj Rakin and Deliang Fan
In USENIX Security Symposium
2020
PDF Slides Talk

Talks and Demos

HW Security for AI: Privacy
HW Security for AI: Integrity
Speculation Security
Side Channels on NVMs
High Performance NVM Architecture
Microarchitecture Security