Abhinav Aggarwal
7 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Bronze ๐ฃ Hot Topic Early Bird ๐ Keyword Champion (2)
๐งญ
Keyword Pioneer
Top co-authors
Research topics
Keywords
differential privacy
(3)
log loss
(2)
metric learning
(1)
text generation
(1)
constrained optimization
(1)
safety alignment
(1)
bregman divergence
(1)
nearest neighbor
(1)
privacy preserving
(1)
linear programming
(1)
mahalanobis distance
(1)
pareto optimality
(1)
exponential mechanism
(1)
binary classifier
(1)
label inference attack
(1)
privacy auditing
(1)
metric space
(1)
jailbreak attack
(1)
cross-entropy loss
(1)
information leakage
(1)
Papers
Jailbreak-Zero: A Path to Pareto Optimal Red Teaming for Large Language Models
ACL 2026
Balancing utility and scalability in metric differential privacy
UAI 2022
Reconstructing Test Labels from Noisy Loss Functions
AISTATS 2022
Label Inference Attacks from Log-loss Scores
ICML 2021
On a Utilitarian Approach to Privacy Preserving Text Generation
NAACL 2021
A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric
EMNLP 2020
On Log-Loss Scores and (No) Privacy
EMNLP 2020