Jimmy Dani

17 papers A* 1B 1C 1Misc 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 C conf
A Machine Learning-Based Framework for Assessing Cryptographic Indistinguishability of Lightweight Block Ciphers.
PST
Jimmy Dani, Kalyan Nakka, Nitesh Saxena
2025 — conf
LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities.
IJCNLP-AACL (Findings)
Kalyan Nakka, Jimmy Dani, Ausmit Mondal, Nitesh Saxena
2025 J jnl
LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-induced Risks and Vulnerabilities.
CoRR
Kalyan Nakka, Jimmy Dani, Ausmit Mondal, Nitesh Saxena
2025 J jnl
MIND-Crypt: A Machine Learning Framework for Assessing the Indistinguishability of Lightweight Block Ciphers Across Multiple Modes of Operation.
Cryptogr.
Jimmy Dani, Kalyan Nakka, Nitesh Saxena
2025 — conf
Robust and Verifiable MPC with Applications to Linear Machine Learning Inference.
CSCML
Tzu-Shen Wang, Jimmy Dani, Juan A. Garay, Soamar Homsi, Nitesh Saxena
2025 J jnl
Robust and Verifiable MPC with Applications to Linear Machine Learning Inference.
CoRR
Tzu-Shen Wang, Jimmy Dani, Juan Garay, Soamar Homsi, Nitesh Saxena
2025 J jnl
Robust and Verifiable MPC with Applications to Linear Machine Learning Inference.
IACR Cryptol. ePrint Arch.
Tzu-Shen Wang, Jimmy Dani, Juan Garay, Soamar Homsi, Nitesh Saxena
2025 A* conf
The First Early Evidence of the Use of Browser Fingerprinting for Online Tracking.
WWW
Zengrui Liu, Jimmy Dani, Yinzhi Cao, Shujiang Wu, Nitesh Saxena
2024 J jnl
Breaking Indistinguishability with Transfer Learning: A First Look at SPECK32/64 Lightweight Block Ciphers.
CoRR
Jimmy Dani, Kalyan Nakka, Nitesh Saxena
2024 J jnl
Breaking Indistinguishability with Transfer Learning: A First Look at SPECK32/64 Lightweight Block Ciphers.
IACR Cryptol. ePrint Arch.
Jimmy Dani, Kalyan Nakka, Nitesh Saxena
2024 J jnl
Identified-and-Targeted: The First Early Evidence of the Privacy-Invasive Use of Browser Fingerprinting for Online Tracking.
CoRR
Zengrui Liu, Jimmy Dani, Shujiang Wu, Yinzhi Cao, Nitesh Saxena
2024 J jnl
Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models.
CoRR
Kalyan Nakka, Jimmy Dani, Nitesh Saxena
2024 J jnl
When AI Defeats Password Deception! A Deep Learning Framework to Distinguish Passwords and Honeywords.
CoRR
Jimmy Dani, Brandon McCulloh, Nitesh Saxena
2023 — conf
TripletPower: Deep-Learning Side-Channel Attacks over Few Traces.
HOST
Chenggang Wang, Jimmy Dani, Shane Reilly, Austen Brownfield, Boyang Wang, John Marty Emmert
2022 B conf
AdvTraffic: Obfuscating Encrypted Traffic with Adversarial Examples.
IWQoS
Hao Liu, Jimmy Dani, Hongkai Yu, Wenhai Sun, Boyang Wang
2021 — conf
Adaptive Fingerprinting: Website Fingerprinting over Few Encrypted Traffic.
CODASPY
Chenggang Wang, Jimmy Dani, Xiang Li, Xiaodong Jia, Boyang Wang
2021 Misc conf
HiddenText: Cross-Trace Website Fingerprinting over Encrypted Traffic.
IRI
Jimmy Dani, Boyang Wang