Prateek Mittal

26 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×12 ICML ×3 AAAI ×2 NeurIPS ×2 ACL ×1 AISTATS ×1 CHI ×1 CVPR ×1 ICSME ×1 S&P ×1 USENIX Security ×1

Frequent coauthors

Xiangyu Qi

×7

Tinghao Xie

×6

Jiachen T. Wang

×6

Ruoxi Jia

×6

Peter Henderson

×6

Ashwinee Panda

×6

Tong Wu

×5

Dawn Song

×4

Chong Xiang

×4

Boyi Wei

×3

Yangsibo Huang

×3

Kaixuan Huang

×3

Papers

AcoustoReinforce: Multi-Particle Acoustophoretic Path Planning with Deep Reinforcement Learning
AAAI 2026 ·
Pengyuan Wei
,
Giorgos Christopoulos
,
Zhouyang Shen
,
Jincheng Wang
,
Joshua Mukherjee
,
Ryuji Hirayama
,
Sriram Subramanian
, Prateek Mittal
Red-Teaming NSFW Image Classifiers as Text-to-Image Safeguards
ACL 2026 ·
Tinghao Xie
,
Yueqi Xie
,
Alireza Zareian
,
Shuming Hu
,
Felix Juefei-Xu
,
Xiaowen Lin
,
Ankit Jain
, Prateek Mittal,
Li Chen
Adapting to Evolving Adversaries with Regularized Continual Robust Training
ICML 2025 ·
Sihui Dai
,
Christian Cianfarani
,
Vikash Sehwag
, Prateek Mittal,
Arjun Nitin Bhagoji
Capturing the Temporal Dependence of Training Data Influence
ICLR 2025 ·
Jiachen T. Wang
,
Dawn Song
,
James Zou
, Prateek Mittal,
Ruoxi Jia
Data Shapley in One Training Run
ICLR 2025 ·
Jiachen T. Wang
, Prateek Mittal,
Dawn Song
,
Ruoxi Jia
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
ICLR 2025 ·
Tong Wu
,
Shujian Zhang
,
Kaiqiang Song
,
Silei Xu
,
Sanqiang Zhao
,
Ravi Agrawal
,
Sathish Reddy Indurthi
,
Chong Xiang
, Prateek Mittal,
Wenxuan Zhou
On Evaluating the Durability of Safeguards for Open-Weight LLMs
ICLR 2025 ·
Xiangyu Qi
,
Boyi Wei
,
Nicholas Carlini
,
Yangsibo Huang
,
Tinghao Xie
,
Luxi He
,
Matthew Jagielski
,
Milad Nasr
, Prateek Mittal,
Peter Henderson
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial Patches
CVPR 2025 ·
Dennis Jacob
,
Chong Xiang
, Prateek Mittal
Privacy Auditing of Large Language Models
ICLR 2025 ·
Ashwinee Panda
,
Xinyu Tang
,
Christopher A. Choquette-Choo
,
Milad Nasr
, Prateek Mittal
ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-Search
NeurIPS 2025 ·
Zeyu Shen
,
Basileal Imana
,
Tong Wu
,
Chong Xiang
, Prateek Mittal,
Aleksandra Korolova
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
ICLR 2025 ·
Tinghao Xie
,
Xiangyu Qi
,
Yi Zeng
,
Yangsibo Huang
,
Udari Madhushani Sehwag
,
Kaixuan Huang
,
Luxi He
,
Boyi Wei
,
Dacheng Li
,
Ying Sheng
,
Ruoxi Jia
,
Bo Li
,
Kai Li
,
Danqi Chen
,
Peter Henderson
, Prateek Mittal
Safety Alignment Should be Made More Than Just a Few Tokens Deep
ICLR 2025 ·
Xiangyu Qi
,
Ashwinee Panda
,
Kaifeng Lyu
,
Xiao Ma
,
Subhrajit Roy
,
Ahmad Beirami
, Prateek Mittal,
Peter Henderson
WireWatch: Measuring the Security of Proprietary Network Encryption in the Global Android Ecosystem
S&P 2025 ·
Mona Wang
,
Jeffrey Knockel
,
Zoë Reichert
, Prateek Mittal,
Jonathan R. Mayer
A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization
ICML 2024 ·
Ashwinee Panda
,
Xinyu Tang
,
Saeed Mahloujifar
,
Vikash Sehwag
, Prateek Mittal
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
ICML 2024 ·
Boyi Wei
,
Kaixuan Huang
,
Yangsibo Huang
,
Tinghao Xie
,
Xiangyu Qi
,
Mengzhou Xia
, Prateek Mittal,
Mengdi Wang
,
Peter Henderson
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection
ICLR 2024 ·
Tinghao Xie
,
Xiangyu Qi
,
Ping He
,
Yiming Li
,
Jiachen T. Wang
, Prateek Mittal
BrainLM: A foundation model for brain activity recordings
ICLR 2024 ·
Josue Ortega Caro
,
Antonio Henrique de Oliveira Fonseca
,
Syed Asad Rizvi
,
Matteo Rosati
,
Christopher L. Averill
,
James L. Cross
, Prateek Mittal,
Emanuele Zappala
,
Rahul Madhav Dhodapkar
,
Chadi Abdallah
,
David van Dijk
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms
AISTATS 2024 ·
Jiachen T. Wang
, Prateek Mittal,
Ruoxi Jia
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
ICLR 2024 ·
Xiangyu Qi
,
Yi Zeng
,
Tinghao Xie
,
Pin-Yu Chen
,
Ruoxi Jia
, Prateek Mittal,
Peter Henderson
GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration
NeurIPS 2024 ·
Jiachen T. Wang
,
Tong Wu
,
Dawn Song
, Prateek Mittal,
Ruoxi Jia
PatchCURE: Improving Certifiable Robustness, Model Utility, and Computation Efficiency of Adversarial Patch Defenses
USENIX Security 2024 ·
Chong Xiang
,
Tong Wu
,
Sihui Dai
,
Jonathan Petit
,
Suman Jana
, Prateek Mittal
Privacy-Preserving In-Context Learning for Large Language Models
ICLR 2024 ·
Tong Wu
,
Ashwinee Panda
,
Jiachen T. Wang
, Prateek Mittal
StableLev: Data-Driven Stability Enhancement for Multi-Particle Acoustic Levitation
CHI 2024 ·
Lei Gao
,
Giorgos Christopoulos
, Prateek Mittal,
Ryuji Hirayama
,
Sriram Subramanian
Teach LLMs to Phish: Stealing Private Information from Language Models
ICLR 2024 ·
Ashwinee Panda
,
Christopher A. Choquette-Choo
,
Zhengming Zhang
,
Yaoqing Yang
, Prateek Mittal
VFIX: Facilitating Software Maintenance of Smart Contracts via Automatically Fixing Vulnerabilities
ICSME 2024 ·
Pengcheng Fang
,
Peng Gao
,
Yun Peng
,
Qingzhao Zhang
,
Tao Xie
,
Dawn Song
, Prateek Mittal,
Sanjeev R. Kulkarni
,
Zhuotao Liu
,
Xusheng Xiao
Visual Adversarial Examples Jailbreak Aligned Large Language Models
AAAI 2024 ·
Xiangyu Qi
,
Kaixuan Huang
,
Ashwinee Panda
,
Peter Henderson
,
Mengdi Wang
, Prateek Mittal