Kalyan Nakka
Scholar

Kalyan Nakka

Google Scholar ID: vrwOwf4AAAAJ
2nd year PhD Student, SPIES Research Lab, Texas A&M University
Adversarial Machine LearningAI Security
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
36
 
H-index
4
 
i10-index
1
 
Publications
15
 
Co-authors
6
list available
Contact
Emailkalyan@tamu.eduGitHubOpen ↗
Publications
4 items
BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage
2025
Cited
0
LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-induced Risks and Vulnerabilities
2025
Cited
0
Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models
arXiv.org · 2024
Cited
1
A Machine Learning-Based Framework for Assessing Cryptographic Indistinguishability of Lightweight Block Ciphers
2024
Cited
0
Resume (English only)
Academic Achievements
  • One paper accepted in IJCNLP-AACL (Findings) 2025 conference
  • One paper accepted in IEEE STWiMob 2025 workshop
  • One paper accepted in PST 2025 conference
  • One paper accepted in ACM TOSN journal
  • One paper accepted in IEEE Access journal
  • One paper accepted in ECCE 2024 conference
  • One paper accepted in AdHoc Networks journal
  • One paper accepted in ISGT 2024 conference
  • One paper accepted in JPDC journal
  • One paper accepted in ISCC 2023 conference
  • Received the Distinguished Student Award from College of Graduate Studies, TAMUK
Background
  • Research Interests: Adversarial ML, AI Security, and Deep Learning. Professional Field: Computer Science & Engineering.
Miscellany
  • Hobbies include drawing pencil sketches, creating ambigrams, watching Anime/TV Series/Movies, and playing Video games
Co-authors
6 total
Co-author 1
Co-author 1
Nitesh Saxena
Nitesh Saxena
Full Professor at the Texas A&M University
Co-author 3
Co-author 3
Jimmy Dani
Jimmy Dani
PhD Student, SPIES Research Lab, Texas A&M University
Co-author 5
Co-author 5
Co-author 6
Co-author 6