Ricardo Mendes
6 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
⚡
Prolific Year
(5)
Conferences
AACL (2)
IJCNLP (2)
ACL (1)
EMNLP (1)
Top co-authors
Research topics
Keywords
privacy leakage
(4)
private attribute
(2)
text anonymization
(2)
pretrained language model
(2)
model memorization
(2)
adversarial attack
(2)
on-device model
(1)
pii leakage
(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)
pii extraction
(1)
attribute leakage
(1)
prompt grounding
(1)
language model memorization
(1)
Papers
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
PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders
EMNLP 2025
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
IJCNLP 2025
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
IJCNLP 2025
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding
ACL 2024