- LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities
Kalyan Nakka, Jimmy Dani, Ausmit Mondal, Nitesh Saxena
In the International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL) Findings, December 2025
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News
TAMU SPIES Lab Wins CCS 2025 Distinguished Paper Award!
We are delighted to share that our paper, “Harnessing Vital Sign Vibration Harmonics for Effortless and Inbuilt XR User Authentication,” has received the Distinguished Paper Award at the ACM Conference on Computer and Communications Security (CCS) 2025.

This recognition highlights the impact and innovation of our collaborative work, which introduces a novel authentication mechanism leveraging vibration harmonics derived from users’ vital signs within extended reality (XR) systems to enable continuous, effortless, and built-in user verification.
The acceptance rate for CCS 2025 was 13.9% (316 accepted out of 2,278 submissions), and only about 1% of all submitted papers received a Distinguished Paper Award.
Congratulations to the entire team for this outstanding achievement!
#ACMCCS2025 #CyberSecurity #XR #Authentication
Paper accepted to eCrime 2025
- Infrastructure Patterns in Toll Scam Domains: A Comprehensive Analysis of Cybercriminal Registration and Hosting Strategies
Morium Akter Munny, Mahbub Alam, Sonjoy Kumar Paul, Daniel Timko, Muhammad Lutfor Rahman and Nitesh Saxena
In APWG’s Symposium on Electronic Crime Research (eCrime), November 2025.
Paper accepted to IEEE S&P (Magazine)
- Your Headset is Listening: Motion Sensor Side-Channels and the Future of XR Privacy
Cong Shi, Yan Wang, Yingying Chen, and Nitesh Saxena.
In IEEE Security and Privacy (Magazine), 2025.
Another recent SPIES graduate to take up faculty position
Another one joins academia!
Anuradha Mandal, SPIES Lab’s PhD graduate, is taking up a faculty job. She is joining the Computer Science department at the University at Albany, State University of New York (SUNY), as a Visiting Assistant Professor to tenure-track Assistant Professor starting Fall 2025.
Congratulations to Anuradha and best wishes for a successful career in the pretty Up State New York.
Paper accepted to CSCML 2025
- Robust and Verifiable MPC with Applications to Linear Machine Learning Inference
Tzu-Shen Wang, Jimmy Dani, Juan Garay, Soamar Homsi, and Nitesh Saxena
In the 9th International Symposium on Cyber Security, Cryptology, and Machine Learning (CSCML), December 2025.
SPIES graduate to start as Assistant Professor
Shalini Saini, SPIES Lab’s recent PhD graduate, is taking up a faculty job. She is joining the Computer Science and Engineering Technology department at the University of Maryland Eastern Shore, as a tenure-track Assistant Professor starting Fall 2025.
Many congratulations to Shalini for making the SPIES lab proud, and best wishes for continuing to make a strong impact in academia!
Paper accepted to ACM CCS 2025
- Harnessing Vital Sign Vibration Harmonics for Effortless and Inbuilt XR User Authentication
Tianfang Zhang, Qiufan Ji, Md Mojibur Rahman Redoy Akanda, Zhengkun Ye, Ahmed Tanvir Mahdad, Cong Shi, Yan Wang, Nitesh Saxena, Yingying Chen
In the ACM SIGSAC Conference on Computer and Communications Security (CCS), October 2025.
News: Security and Accessibility Gaps in Web Authentication for Blind and Visually Impaired Users
College Station, TX — June 2025
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In groundbreaking research presented at the ACM Web Conference 2025 (WWW), researchers from Texas A&M University’s Security and Privacy in Emerging Computing and Networking Systems (SPIES) lab have highlighted significant vulnerabilities and accessibility challenges in two-factor (2FA) and passwordless authentication methods for blind and visually impaired users relying on screen readers.

The study, titled “Broken Access: On the Challenges of Screen Reader Assisted Two-Factor and Passwordless Authentication,” reveals how commonly used authentication methods, such as Google, Microsoft, and Duo’s OTP-2FA, phone call 2FA, push notifications, and FIDO-based MFA, often fail to effectively accommodate the specific needs of blind and visually impaired individuals. Through systematic evaluation using the team’s newly developed Authentication Workflows Accessibility Review and Evaluation (AWARE) framework, researchers found numerous critical security issues, including susceptibility to phishing, notification fatigue, and concurrent login attacks.
Key findings highlight how imprecise instructions and insufficient accessibility considerations significantly increase vulnerability for visually impaired users. Specifically, the researchers identified critical conflicts between simultaneous authentication steps (such as receiving OTP codes via phone calls) and screen reader audio prompts, leading to confusion and potential security breaches. Additionally, they discovered screen readers mispronouncing numeric OTPs, interpreting them incorrectly as continuous numbers rather than distinct digits, and observed difficulties in managing authentication prompts when users concurrently used screen readers on both smartphones and PCs.
This research underscores the urgent need for developers to implement clearer authentication workflows and better integration of accessibility standards. The SPIES team offers concrete recommendations for enhancing security and usability, such as explicit instructions, automated phishing detection, and optimized communication between authentication interfaces and screen readers.
The findings presented at WWW ’25 are a pivotal step toward ensuring digital authentication methods are secure and inclusive for all users, particularly the visually impaired.
To read the full paper, click here.
Citation:
Md Mojibur Rahman Redoy Akanda, Ahmed Tanvir Mahdad, and Nitesh Saxena. 2025. Broken Access: On the Challenges of Screen Reader Assisted Two-Factor and Passwordless Authentication. In Proceedings of the ACM Web Conference 2025 (WWW ’25), April 28–May 2, 2025, Sydney, NSW, Australia. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/3696410.3714579
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Paper accepted to ICME 2025
MarkMatch: Same-Hand Stuffing Detection.
Fei Zhao, Runlin Zhang, Chengcui Zhang, and Nitesh Saxena
IEEE International Conference on Multimedia and expo (ICME), June 30-July 4th, 2025.
