Does Prompt-Tuning Language Model Ensure Privacy?
Shangyu Xie, Wei Dai, Esha Ghosh, Sambuddha Roy, Dan Schwartz, Kim Laine
April 2023
Esha Ghosh
Principal Researcher
Publications
Publications by Year
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Credential Transparency System
Melissa Chase, Georg Fuchsbauer, Esha Ghosh, Antoine Plouviez
SCN | November 2022
Rotatable Zero Knowledge Sets: Post Compromise Secure Auditable Dictionaries with application to Key Transparency
Brian Chen, Yevgeniy Dodis, Esha Ghosh, Eli Goldin, Balachandar Kesavan, Antonio Marcedone, Merry Ember Mou
AsiaCrypt | November 2022
Active Data Pattern Extraction Attacks on Generative Language Models
Esha Ghosh, Bargav Jayaraman, Sambuddha Roy, Wei Dai, Huseyin Inan, Melissa Chase
MSR-TR-2022-23 | July 2022
Published by Microsoft
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FastVer: Making Data Integrity a Commodity
Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
SIGMOD | June 2021
Membership Inference on Word Embedding and Beyond
Saeed Mahloujifar, Huseyin A. Inan, Melissa Chase, Esha Ghosh, Marcello Hasegawa
June 2021
Efficient Graph Encryption Scheme for Shortest Path Queries
Esha Ghosh, Seny Kamara, Roberto Tamassia
2021 Computer and Communications Security | May 2021
Property Inference from Poisoning
Melissa Chase, Esha Ghosh, Saeed Mahloujifar
January 2021
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Secret-Shared Shuffle
Melissa Chase, Esha Ghosh, Oxana Poburinnaya
Asiacrypt 2020 | December 2020
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SEEMless: Secure End-to-End Encrypted Messaging with less Trust
Melissa Chase, Apoorvaa Deshpande, Esha Ghosh, Harjasleen Malvai
2019 Computer and Communications Security | November 2019
Publications by Research Area
-
Does Prompt-Tuning Language Model Ensure Privacy?
Shangyu Xie, Wei Dai, Esha Ghosh, Sambuddha Roy, Dan Schwartz, Kim Laine
April 2023
Credential Transparency System
Melissa Chase, Georg Fuchsbauer, Esha Ghosh, Antoine Plouviez
SCN | November 2022
Rotatable Zero Knowledge Sets: Post Compromise Secure Auditable Dictionaries with application to Key Transparency
Brian Chen, Yevgeniy Dodis, Esha Ghosh, Eli Goldin, Balachandar Kesavan, Antonio Marcedone, Merry Ember Mou
AsiaCrypt | November 2022
Active Data Pattern Extraction Attacks on Generative Language Models
Esha Ghosh, Bargav Jayaraman, Sambuddha Roy, Wei Dai, Huseyin Inan, Melissa Chase
MSR-TR-2022-23 | July 2022
Published by Microsoft
Membership Inference on Word Embedding and Beyond
Saeed Mahloujifar, Huseyin A. Inan, Melissa Chase, Esha Ghosh, Marcello Hasegawa
June 2021
Efficient Graph Encryption Scheme for Shortest Path Queries
Esha Ghosh, Seny Kamara, Roberto Tamassia
2021 Computer and Communications Security | May 2021
Property Inference from Poisoning
Melissa Chase, Esha Ghosh, Saeed Mahloujifar
January 2021
Secret-Shared Shuffle
Melissa Chase, Esha Ghosh, Oxana Poburinnaya
Asiacrypt 2020 | December 2020
SEEMless: Secure End-to-End Encrypted Messaging with less Trust
Melissa Chase, Apoorvaa Deshpande, Esha Ghosh, Harjasleen Malvai
2019 Computer and Communications Security | November 2019
-
Active Data Pattern Extraction Attacks on Generative Language Models
Esha Ghosh, Bargav Jayaraman, Sambuddha Roy, Wei Dai, Huseyin Inan, Melissa Chase
MSR-TR-2022-23 | July 2022
Published by Microsoft
Membership Inference on Word Embedding and Beyond
Saeed Mahloujifar, Huseyin A. Inan, Melissa Chase, Esha Ghosh, Marcello Hasegawa
June 2021
Property Inference from Poisoning
Melissa Chase, Esha Ghosh, Saeed Mahloujifar
January 2021
-
Membership Inference on Word Embedding and Beyond
Saeed Mahloujifar, Huseyin A. Inan, Melissa Chase, Esha Ghosh, Marcello Hasegawa
June 2021
-
FastVer: Making Data Integrity a Commodity
Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
SIGMOD | June 2021
Publications by Type
-
Does Prompt-Tuning Language Model Ensure Privacy?
Shangyu Xie, Wei Dai, Esha Ghosh, Sambuddha Roy, Dan Schwartz, Kim Laine
April 2023
Membership Inference on Word Embedding and Beyond
Saeed Mahloujifar, Huseyin A. Inan, Melissa Chase, Esha Ghosh, Marcello Hasegawa
June 2021
Property Inference from Poisoning
Melissa Chase, Esha Ghosh, Saeed Mahloujifar
January 2021
-
Credential Transparency System
Melissa Chase, Georg Fuchsbauer, Esha Ghosh, Antoine Plouviez
SCN | November 2022
Rotatable Zero Knowledge Sets: Post Compromise Secure Auditable Dictionaries with application to Key Transparency
Brian Chen, Yevgeniy Dodis, Esha Ghosh, Eli Goldin, Balachandar Kesavan, Antonio Marcedone, Merry Ember Mou
AsiaCrypt | November 2022
FastVer: Making Data Integrity a Commodity
Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
SIGMOD | June 2021
Efficient Graph Encryption Scheme for Shortest Path Queries
Esha Ghosh, Seny Kamara, Roberto Tamassia
2021 Computer and Communications Security | May 2021
Secret-Shared Shuffle
Melissa Chase, Esha Ghosh, Oxana Poburinnaya
Asiacrypt 2020 | December 2020
SEEMless: Secure End-to-End Encrypted Messaging with less Trust
Melissa Chase, Apoorvaa Deshpande, Esha Ghosh, Harjasleen Malvai
2019 Computer and Communications Security | November 2019
-
Active Data Pattern Extraction Attacks on Generative Language Models
Esha Ghosh, Bargav Jayaraman, Sambuddha Roy, Wei Dai, Huseyin Inan, Melissa Chase
MSR-TR-2022-23 | July 2022
Published by Microsoft