Media Summary: Abhradeep Guha Thakurta, Assistant Professor, University of California, Santa Cruz Machine learning has fundamentally ... AttriGuard: A Practical Defense Against Attribute A Linear Reconstruction Approach for Attribute

Usenix Security 22 Pool Inference Attacks On Local Differential Privacy - Detailed Analysis & Overview

Abhradeep Guha Thakurta, Assistant Professor, University of California, Santa Cruz Machine learning has fundamentally ... AttriGuard: A Practical Defense Against Attribute A Linear Reconstruction Approach for Attribute You Are Who You Know and How You Behave: Attribute

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USENIX Security '22 - Pool Inference Attacks on Local Differential Privacy...
USENIX Security '22 - Communication-Efficient Triangle Counting under Local Differential Privacy
USENIX Security '22 - Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
USENIX Security '22 - Inference Attacks Against Graph Neural Networks
USENIX Security '21 - Data Poisoning Attacks to Local Differential Privacy Protocols
USENIX Security '22 - Membership Inference Attacks and Defenses in Neural Network Pruning
USENIX Security '17 - Differential Privacy: From Theory to Deployment
USENIX Security '19 - Utility-Optimized Local Differential Privacy Mechanisms for
USENIX Security '23 - Fine-grained Poisoning Attack to Local Differential Privacy Protocols for...
USENIX Security '18 - AttriGuard: A Practical Defense Against Attribute Inference Attacks...
USENIX Security '18 - AttriGuard: A Practical Defense Against Attribute Inference Attacks...
USENIX Security '24 - A Linear Reconstruction Approach for Attribute Inference Attacks against...
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USENIX Security '22 - Pool Inference Attacks on Local Differential Privacy...

USENIX Security '22 - Pool Inference Attacks on Local Differential Privacy...

USENIX Security

USENIX Security '22 - Communication-Efficient Triangle Counting under Local Differential Privacy

USENIX Security '22 - Communication-Efficient Triangle Counting under Local Differential Privacy

USENIX Security

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USENIX Security '22 - Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data

USENIX Security '22 - Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data

USENIX Security

USENIX Security '22 - Inference Attacks Against Graph Neural Networks

USENIX Security '22 - Inference Attacks Against Graph Neural Networks

USENIX Security

USENIX Security '21 - Data Poisoning Attacks to Local Differential Privacy Protocols

USENIX Security '21 - Data Poisoning Attacks to Local Differential Privacy Protocols

USENIX Security

Sponsored
USENIX Security '22 - Membership Inference Attacks and Defenses in Neural Network Pruning

USENIX Security '22 - Membership Inference Attacks and Defenses in Neural Network Pruning

USENIX Security

USENIX Security '17 - Differential Privacy: From Theory to Deployment

USENIX Security '17 - Differential Privacy: From Theory to Deployment

Abhradeep Guha Thakurta, Assistant Professor, University of California, Santa Cruz Machine learning has fundamentally ...

USENIX Security '19 - Utility-Optimized Local Differential Privacy Mechanisms for

USENIX Security '19 - Utility-Optimized Local Differential Privacy Mechanisms for

Utility-Optimized

USENIX Security '23 - Fine-grained Poisoning Attack to Local Differential Privacy Protocols for...

USENIX Security '23 - Fine-grained Poisoning Attack to Local Differential Privacy Protocols for...

USENIX Security

USENIX Security '18 - AttriGuard: A Practical Defense Against Attribute Inference Attacks...

USENIX Security '18 - AttriGuard: A Practical Defense Against Attribute Inference Attacks...

AttriGuard: A Practical Defense Against Attribute

USENIX Security '18 - AttriGuard: A Practical Defense Against Attribute Inference Attacks...

USENIX Security '18 - AttriGuard: A Practical Defense Against Attribute Inference Attacks...

AttriGuard: A Practical Defense Against Attribute

USENIX Security '24 - A Linear Reconstruction Approach for Attribute Inference Attacks against...

USENIX Security '24 - A Linear Reconstruction Approach for Attribute Inference Attacks against...

A Linear Reconstruction Approach for Attribute

USENIX Security '22 - Mitigating Membership Inference Attacks by Self-Distillation Through a Novel

USENIX Security '22 - Mitigating Membership Inference Attacks by Self-Distillation Through a Novel

USENIX Security

USENIX Security '16 - You Are Who You Know and How You Behave: Attribute Inference Attacks...

USENIX Security '16 - You Are Who You Know and How You Behave: Attribute Inference Attacks...

You Are Who You Know and How You Behave: Attribute

USENIX Security '21 - Locally Differentially Private Analysis of Graph Statistics

USENIX Security '21 - Locally Differentially Private Analysis of Graph Statistics

USENIX Security

USENIX Security '24 - Relation Mining Under Local Differential Privacy

USENIX Security '24 - Relation Mining Under Local Differential Privacy

Relation Mining Under

USENIX Security '22 - ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine

USENIX Security '22 - ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine

USENIX Security

Manipulation Attacks in Local Differential Privacy

Manipulation Attacks in Local Differential Privacy

[Full Presentation] Manipulation