Haripriya Harikumar

24 papers A* 2A 2C 2Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Defense Against Multi-target Multi-trigger Backdoor Attacks.
PAKDD (6)
Haripriya Harikumar, Santu Rana, Kien Do, Sunil Gupta, Wei Zong, Willy Susilo, Svetha Venkatesh
2025 A conf
Privacy-Preserving Neural Processes for Probabilistic User Modeling.
UAI
Amir Sonee, Haripriya Harikumar, Alex Hämäläinen, Lukas Prediger, Samuel Kaski
2025 J jnl
Robust Nearest Neighbour Retrieval Using Targeted Manifold Manipulation.
CoRR
Banibrata Ghosh, Haripriya Harikumar, Santu Rana
2025 J jnl
TRUST: Test-time Resource Utilization for Superior Trustworthiness.
CoRR
Haripriya Harikumar, Santu Rana
2025 — conf
Targeted Manifold Manipulation Against Adversarial Attacks.
SaTML
Banibrata Ghosh, Haripriya Harikumar, Svetha Venkatesh, Santu Rana
2024 — conf
Composite Concept Extraction Through Backdooring.
ICPR (29)
Banibrata Ghosh, Haripriya Harikumar, Khoa D. Doan, Svetha Venkatesh, Santu Rana
2024 J jnl
Composite Concept Extraction through Backdooring.
CoRR
Banibrata Ghosh, Haripriya Harikumar, Khoa D. Doan, Svetha Venkatesh, Santu Rana
2024 A conf
Revisiting the Dataset Bias Problem from a Statistical Perspective.
ECAI
Kien Do, Dung Nguyen, Hung Le, Thao Le, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh
2024 J jnl
Revisiting the Dataset Bias Problem from a Statistical Perspective.
CoRR
Kien Do, Dung Nguyen, Hung Le, Thao Le, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh
2022 J jnl
Defense Against Multi-target Trojan Attacks.
CoRR
Haripriya Harikumar, Santu Rana, Kien Do, Sunil Gupta, Wei Zong, Willy Susilo, Svetha Venkatesh
2022 A* conf
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation.
NeurIPS
Kien Do, Hung Le, Dung Nguyen, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh
2022 J jnl
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation.
CoRR
Kien Do, Hung Le, Dung Nguyen, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh
2022 J jnl
Prescriptive analytics with differential privacy.
Int. J. Data Sci. Anal.
Haripriya Harikumar, Santu Rana, Sunil Gupta, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh
2022 — conf
Towards Effective and Robust Neural Trojan Defenses via Input Filtering.
ECCV (5)
Kien Do, Haripriya Harikumar, Hung Le, Dung Nguyen, Truyen Tran, Santu Rana, Dang Nguyen, Willy Susilo, Svetha Venkatesh
2022 J jnl
Towards Effective and Robust Neural Trojan Defenses via Input Filtering.
CoRR
Kien Do, Haripriya Harikumar, Hung Le, Dung Nguyen, Truyen Tran, Santu Rana, Dang Nguyen, Willy Susilo, Svetha Venkatesh
2021 J jnl
Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient.
BioData Min.
Haripriya Harikumar, Thomas P. Quinn, Santu Rana, Sunil Gupta, Svetha Venkatesh
2021 J jnl
Semantic Host-free Trojan Attack.
CoRR
Haripriya Harikumar, Kien Do, Santu Rana, Sunil Gupta, Svetha Venkatesh
2020 — conf
Scalable Backdoor Detection in Neural Networks.
ECML/PKDD (2)
Haripriya Harikumar, Vuong Le, Santu Rana, Sourangshu Bhattacharya, Sunil Gupta, Svetha Venkatesh
2020 J jnl
Scalable Backdoor Detection in Neural Networks.
CoRR
Haripriya Harikumar, Vuong Le, Santu Rana, Sourangshu Bhattacharya, Sunil Gupta, Svetha Venkatesh
2018 A* conf
Differentially Private Prescriptive Analytics.
ICDM
Haripriya Harikumar, Santu Rana, Sunil Gupta, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh
2018 — conf
Prescriptive Analytics Through Constrained Bayesian Optimization.
PAKDD (1)
Haripriya Harikumar, Santu Rana, Sunil Gupta, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh
2016 C conf
Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning.
ADMA
Haripriya Harikumar, Thin Nguyen, Santu Rana, Sunil Gupta, Ramachandra Kaimal, Svetha Venkatesh
2016 C conf
Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social Media.
ADMA
Haripriya Harikumar, Thin Nguyen, Sunil Gupta, Santu Rana, Ramachandra Kaimal, Svetha Venkatesh
2014 — conf
A high performance hybrid algorithm for text classification.
ICADIWT
Prema Nedungadi, Haripriya Harikumar, Maneesha V. Ramesh