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kemalderya/README.md

Hi, I'm Kemal Derya πŸ‘‹

Ph.D. candidate at Worcester Polytechnic Institute, Vernam Lab, advised by Prof. Berk Sunar.

On the industry job market β€” seeking research/engineering roles in trustworthy AI and hardware security.

πŸ”¬ Research

  • Trustworthy AI & LLM safety β€” guard-model robustness, jailbreaks, adversarial suffixes
  • Hardware security β€” Rowhammer fault attacks, transient-execution vulnerabilities
  • Post-quantum cryptography & FPGA-based hardware accelerators

πŸ“„ Selected Work

  • FAULT+PROBE β€” AsiaCCS 2025 (presented)
  • Non-Halting Queries β€” SaTML
  • LeapFrog β€” EuroS&P

Full list with TL;DRs and highlights: kemalderya.github.io/publications

πŸ›‘οΈ CVE Credits

  • CVE-2024-5288 β€” wolfSSL: Rowhammer-based bit-recovery attack on fault-protected ECDSA in TLS 1.3 (disclosed as part of FAULT+PROBE)

πŸ”— Links

Popular repositories Loading

  1. pqc-param-ntt pqc-param-ntt Public

    Verilog 29 5

  2. kemalderya kemalderya Public

  3. gcg-guard-hardening gcg-guard-hardening Public

    Hardening a Safety Guard against GCG (adversarial fine-tuning)

    Python

  4. refusal-direction-dpo refusal-direction-dpo Public

    Refusal Direction β†’ Jailbreak β†’ DPO Restore

    Python

  5. grpo-rtv-reward grpo-rtv-reward Public

    GRPO with a Representation-Level (RTV) Reward

    Python