Krishna kanth Nakka
7 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Keyword Champion
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Research topics
Keywords
adversarial perturbation
(2)
neural network
(2)
privacy leakage
(2)
adversarial attack
(2)
model memorization
(2)
training data privacy
(1)
privacy protection
(1)
pre-trained language model
(1)
transferable perturbation
(1)
pii leakage
(1)
fooling rate
(1)
training data extraction
(1)
text anonymization
(1)
data extraction
(1)
personal identifiable information
(1)
private attribute
(1)
text utility
(1)
lora distillation
(1)
feature intervention
(1)
transferable attack
(1)
Papers
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
IJCNLP 2025
NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability
WACV 2025
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
IJCNLP 2025
PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders
EMNLP 2025
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding
ACL 2024
Learning Transferable Adversarial Perturbations
NeurIPS 2021
Indirect Local Attacks for Context-aware Semantic Segmentation Networks
ECCV 2020