Krishna kanth Nakka
9 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
β‘
Prolific Year
(6)
Conferences
AACL (2)
IJCNLP (2)
ACL (1)
ECCV (1)
EMNLP (1)
NIPS (1)
WACV (1)
Top co-authors
Research topics
Keywords
privacy leakage
(4)
adversarial attack
(3)
text anonymization
(2)
model memorization
(2)
neural network
(2)
private attribute
(2)
adversarial perturbation
(2)
pretrained language model
(2)
on-device model
(1)
transferable perturbation
(1)
pii leakage
(1)
fooling rate
(1)
training data extraction
(1)
threat model
(1)
data extraction
(1)
personal identifiable information
(1)
text utility
(1)
lora distillation
(1)
feature intervention
(1)
large language model
(1)
Papers
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
IJCNLP 2025
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
AACL 2025
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
AACL 2025
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
IJCNLP 2025
NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability
WACV 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
NIPS 2021
Indirect Local Attacks for Context-aware Semantic Segmentation Networks
ECCV 2020