11 papers
Balanced Soft mixture-of-expert model for Glaucoma Detection
Sai Venkatesh Chilukoti, Krishna Rauniyar, Min Shi +1
Glaucoma is a group of eye diseases that damage the optic nerve, often caused by elevated intraocular pressure. It is a leading cause of irreversible vision loss and is typically d…
A Non-Line-of-Sight, Multi-Modality-based Side-Channel IP Theft Attack on Additive Manufacturing Using Dual Smartphones
Amirhossein Jamarani, Diba Afroze, Yazhou Tu +2
Additive Manufacturing (AM) has revolutionized major sectors, including aerospace, automotive, and healthcare, by enabling adjustable production. As the usage of AM increases, so d…
When Child Inherits: Modeling and Exploiting Subagent Spawn in Multi-Agent Networks
Ziwen Cai, Yihe Zhang, Xiali Hei
Since the official release of ChatGPT in 2022, large language models (LLMs) have rapidly evolved from chatbot-style interfaces into agentic systems that can delegate work through t…
ThermoCAPTCHA: Privacy-Preserving Human Verification with Farm-Resistant Traceable Tokens
Shovon Paul, Md Imran Hossen, Xiali Hei
CAPTCHAs remain a critical defense against automated abuse, yet modern systems suffer from well-known limitations in usability, accessibility, and resistance to increasingly capabl…
MHDash: An Online Platform for Benchmarking Mental Health-Aware AI Assistants
Yihe Zhang, Cheyenne N Mohawk, Kaiying Han +3
Large language models (LLMs) are increasingly applied in mental health support systems, where reliable recognition of high-risk states such as suicidal ideation and self-harm is sa…
Double Backdoored: Converting Code Large Language Model Backdoors to Traditional Malware via Adversarial Instruction Tuning Attacks
Md Imran Hossen, Sai Venkatesh Chilukoti, Liqun Shan +3
Instruction-tuned Large Language Models designed for coding tasks are increasingly employed as AI coding assistants. However, the cybersecurity vulnerabilities and implications ari…