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Phuong Ha Nguyen
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2020 – today
- 2024
- [c23]Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Phuong Ha Nguyen:
Proactive DP: A Multiple Target Optimization Framework for DP-SGD. ICML 2024 - [c22]Qinyi Chen
, Phuong Ha Nguyen
Optimization-Based Budget Pacing in eBay Sponsored Search. WWW (Companion Volume) 2024: 328-337 - 2023
- [c21]Phuong Ha Nguyen, Djordje Gligorijevic, Arnab Borah, Gajanan Adalinge, Abraham Bagherjeiran:
Practical Budget Pacing Algorithms and Simulation Test Bed for eBay Marketplace Sponsored Search. AdKDD@KDD 2023 - [i30]Marten van Dijk, Phuong Ha Nguyen:
Considerations on the Theory of Training Models with Differential Privacy. CoRR abs/2303.04676 (2023) - [i29]Toan N. Nguyen, Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk:
Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent. CoRR abs/2307.11939 (2023) - [i28]Niloufar Sayadi, Phuong Ha Nguyen, Marten van Dijk, Chenglu Jin:
Breaking XOR Arbiter PUFs without Reliability Information. CoRR abs/2312.01256 (2023) - 2022
- [j11]Kaleel Mahmood
Besting the Black-Box: Barrier Zones for Adversarial Example Defense. IEEE Access 10: 1451-1474 (2022) - [j10]Lam M. Nguyen
Finite-sum smooth optimization with SARAH. Comput. Optim. Appl. 82(3): 561-593 (2022) - [i27]Deniz Gurevin, Chenglu Jin, Phuong Ha Nguyen, Omer Khan, Marten van Dijk:
Secure Remote Attestation with Strong Key Insulation Guarantees. CoRR abs/2201.01834 (2022) - [i26]Marten van Dijk, Phuong Ha Nguyen, Toan N. Nguyen, Lam M. Nguyen:
Generalizing DP-SGD with Shuffling and Batching Clipping. CoRR abs/2212.05796 (2022) - 2021
- [j9]Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk:
A Unified Convergence Analysis for Shuffling-Type Gradient Methods. J. Mach. Learn. Res. 22: 207:1-207:44 (2021) - [c20]Nhuong V. Nguyen, Toan N. Nguyen, Phuong Ha Nguyen, Quoc Tran-Dinh, Lam M. Nguyen, Marten van Dijk:
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes. AISTATS 2021: 1207-1215 - [i25]Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Phuong Ha Nguyen:
Differential Private Hogwild! over Distributed Local Data Sets. CoRR abs/2102.09030 (2021) - [i24]Marten van Dijk, Deniz Gurevin, Chenglu Jin, Omer Khan, Phuong Ha Nguyen:
Autonomous Secure Remote Attestation even when all Used and to be Used Digital Keys Leak. IACR Cryptol. ePrint Arch. 2021: 602 (2021) - [i23]Marten van Dijk, Deniz Gurevin, Chenglu Jin, Omer Khan, Phuong Ha Nguyen:
Bilinear Map Based One-Time Signature Scheme with Secret Key Exposure. IACR Cryptol. ePrint Arch. 2021: 925 (2021) - 2020
- [j8]Nils Wisiol, Christopher Mühl, Niklas Pirnay, Phuong Ha Nguyen, Marian Margraf, Jean-Pierre Seifert, Marten van Dijk, Ulrich Rührmair:
Splitting the Interpose PUF: A Novel Modeling Attack Strategy. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2020(3): 97-120 (2020) - [c19]Nhan H. Pham, Lam M. Nguyen, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk, Quoc Tran-Dinh:
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning. AISTATS 2020: 374-385 - [i22]Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk:
A Unified Convergence Analysis for Shuffling-Type Gradient Methods. CoRR abs/2002.08246 (2020) - [i21]Nhan H. Pham
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning. CoRR abs/2003.00430 (2020) - [i20]Kaleel Mahmood, Deniz Gurevin, Marten van Dijk, Phuong Ha Nguyen:
Beware the Black-Box: on the Robustness of Recent Defenses to Adversarial Examples. CoRR abs/2006.10876 (2020) - [i19]Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Quoc Tran-Dinh, Phuong Ha Nguyen:
Asynchronous Federated Learning with Reduced Number of Rounds and with Differential Privacy from Less Aggregated Gaussian Noise. CoRR abs/2007.09208 (2020) - [i18]Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Quoc Tran-Dinh, Phuong Ha Nguyen:
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes. CoRR abs/2010.14763 (2020)
2010 – 2019
- 2019
- [j7]Lam M. Nguyen, Phuong Ha Nguyen, Peter Richtárik, Katya Scheinberg
New Convergence Aspects of Stochastic Gradient Algorithms. J. Mach. Learn. Res. 20: 176:1-176:49 (2019) - [j6]Phuong Ha Nguyen, Durga Prasad Sahoo, Chenglu Jin, Kaleel Mahmood, Ulrich Rührmair, Marten van Dijk:
The Interpose PUF: Secure PUF Design against State-of-the-art Machine Learning Attacks. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019(4): 243-290 (2019) - [c18]Marten van Dijk, Lam M. Nguyen, Phuong Ha Nguyen, Dzung T. Phan:
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD. ICML 2019: 6392-6400 - [c17]Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk:
Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD. NeurIPS 2019: 3660-3669 - [i17]Lam M. Nguyen
Optimal Finite-Sum Smooth Non-Convex Optimization with SARAH. CoRR abs/1901.07648 (2019) - [i16]Phuong Ha Nguyen, Kaleel Mahmood, Lam M. Nguyen, Thanh Nguyen, Marten van Dijk:
BUZz: BUffer Zones for defending adversarial examples in image classification. CoRR abs/1910.02785 (2019) - [i15]Nils Wisiol, Christopher Mühl, Niklas Pirnay, Phuong Ha Nguyen, Marian Margraf, Jean-Pierre Seifert, Marten van Dijk, Ulrich Rührmair:
Splitting the Interpose PUF: A Novel Modeling Attack Strategy. IACR Cryptol. ePrint Arch. 2019: 1473 (2019) - 2018
- [j5]Durga Prasad Sahoo
A Multiplexer-Based Arbiter PUF Composition with Enhanced Reliability and Security. IEEE Trans. Computers 67(3): 403-417 (2018) - [c16]Marten van Dijk
Weak-Unforgeable Tags for Secure Supply Chain Management. Financial Cryptography 2018: 80-98 - [c15]Lam M. Nguyen, Phuong Ha Nguyen, Marten van Dijk, Peter Richtárik, Katya Scheinberg
SGD and Hogwild! Convergence Without the Bounded Gradients Assumption. ICML 2018: 3747-3755 - [i14]Lam M. Nguyen
SGD and Hogwild! Convergence Without the Bounded Gradients Assumption. CoRR abs/1802.03801 (2018) - [i13]Marten van Dijk, Lam M. Nguyen
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD. CoRR abs/1810.04100 (2018) - [i12]Phuong Ha Nguyen, Lam M. Nguyen
Tight Dimension Independent Lower Bound on Optimal Expected Convergence Rate for Diminishing Step Sizes in SGD. CoRR abs/1810.04723 (2018) - [i11]Lam M. Nguyen
New Convergence Aspects of Stochastic Gradient Algorithms. CoRR abs/1811.12403 (2018) - [i10]Phuong Ha Nguyen, Durga Prasad Sahoo, Chenglu Jin, Kaleel Mahmood, Ulrich Rührmair, Marten van Dijk:
The Interpose PUF: Secure PUF Design against State-of-the-art Machine Learning Attacks. IACR Cryptol. ePrint Arch. 2018: 350 (2018) - 2017
- [j4]Chenglu Jin
FPGA Implementation of a Cryptographically-Secure PUF Based on Learning Parity with Noise. Cryptogr. 1(3): 23 (2017) - [j3]Phuong Ha Nguyen, Durga Prasad Sahoo, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay:
Security Analysis of Arbiter PUF and Its Lightweight Compositions Under Predictability Test. ACM Trans. Design Autom. Electr. Syst. 22(2): 20:1-20:28 (2017) - [c14]Durga Prasad Sahoo, Phuong Ha Nguyen, Debapriya Basu Roy, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty:
Side Channel Evaluation of PUF-Based Pseudorandom Permutation. DSD 2017: 237-243 - [i9]Raihan Sayeed Khan, Nadim Kanan, Chenglu Jin, Jake Scoggin, Nafisa Noor, Sadid Muneer, Faruk Dirisaglik, Phuong Ha Nguyen, Helena Silva, Marten van Dijk, Ali Gokirmak:
Intrinsically Reliable and Lightweight Physical Obfuscated Keys. CoRR abs/1703.07427 (2017) - [i8]Phuong Ha Nguyen, Durga Prasad Sahoo, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay:
Security Analysis of Arbiter PUF and Its Lightweight Compositions Under Predictability Test. IACR Cryptol. ePrint Arch. 2017: 459 (2017) - [i7]Phuong Ha Nguyen, Durga Prasad Sahoo, Chenglu Jin, Kaleel Mahmood, Marten van Dijk:
MXPUF: Secure PUF Design against State-of-the-art Modeling Attacks. IACR Cryptol. ePrint Arch. 2017: 572 (2017) - [i6]Marten van Dijk, Chenglu Jin, Hoda Maleki, Phuong Ha Nguyen, Reza Rahaeimehr:
Weak-Unforgeable Tags for Secure Supply Chain Management. IACR Cryptol. ePrint Arch. 2017: 1221 (2017) - 2016
- [i5]Durga Prasad Sahoo, Phuong Ha Nguyen, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay:
Architectural Bias: a Novel Statistical Metric to Evaluate Arbiter PUF Variants. IACR Cryptol. ePrint Arch. 2016: 57 (2016) - [i4]Phuong Ha Nguyen, Durga Prasad Sahoo:
An Efficient and Scalable Modeling Attack on Lightweight Secure Physically Unclonable Function. IACR Cryptol. ePrint Arch. 2016: 428 (2016) - [i3]Durga Prasad Sahoo, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty, Phuong Ha Nguyen:
A Multiplexer based Arbiter PUF Composition with Enhanced Reliability and Security. IACR Cryptol. ePrint Arch. 2016: 1031 (2016) - 2015
- [j2]Durga Prasad Sahoo
A Case of Lightweight PUF Constructions: Cryptanalysis and Machine Learning Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(8): 1334-1343 (2015) - [c13]Sikhar Patranabis, Abhishek Chakraborty, Phuong Ha Nguyen, Debdeep Mukhopadhyay:
A Biased Fault Attack on the Time Redundancy Countermeasure for AES. COSADE 2015: 189-203 - [c12]Phuong Ha Nguyen, Durga Prasad Sahoo, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay:
Efficient attacks on robust ring oscillator PUF with enhanced challenge-response set. DATE 2015: 641-646 - [c11]Debdeep Mukhopadhyay, Rajat Subhra Chakraborty, Phuong Ha Nguyen, Durga Prasad Sahoo:
Tutorial T7: Physically Unclonable Function: A Promising Security Primitive for Internet of Things. VLSID 2015: 14-15 - 2014
- [c10]Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann, Marc Stöttinger
Minimizing S-Boxes in Hardware by Utilizing Linear Transformations. AFRICACRYPT 2014: 235-250 - [c9]Phuong Ha Nguyen, Durga Prasad Sahoo:
Lightweight and Secure PUFs: A Survey (Invited Paper). SPACE 2014: 1-13 - [c8]Phuong Ha Nguyen, Durga Prasad Sahoo, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty:
Cryptanalysis of Composite PUFs (Extended abstract-invited talk). VDAT 2014: 1-2 - 2013
- [j1]Chester Rebeiro
Formalizing the Effect of Feistel Cipher Structures on Differential Cache Attacks. IEEE Trans. Inf. Forensics Secur. 8(8): 1274-1279 (2013) - [c7]Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann, Huaxiong Wang:
On 3-Share Threshold Implementations for 4-Bit S-boxes. COSADE 2013: 99-113 - [c6]Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann:
Enabling 3-Share Threshold Implementations for all 4-Bit S-Boxes. ICISC 2013: 91-108 - 2012
- [c5]Hongjun Wu
Differential Attacks against Stream Cipher ZUC. ASIACRYPT 2012: 262-277 - [c4]Phuong Ha Nguyen, Chester Rebeiro
Improved Differential Cache Attacks on SMS4. Inscrypt 2012: 29-45 - [i2]Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann, Huaxiong Wang:
On 3-share Threshold Implementations for 4-bit S-boxes. IACR Cryptol. ePrint Arch. 2012: 509 (2012) - [i1]Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann:
Enabling 3-share Threshold Implementations for any 4-bit S-box. IACR Cryptol. ePrint Arch. 2012: 510 (2012) - 2011
- [c3]Phuong Ha Nguyen, Hongjun Wu
Improving the Algorithm 2 in Multidimensional Linear Cryptanalysis. ACISP 2011: 61-74 - [c2]Phuong Ha Nguyen, Matthew J. B. Robshaw, Huaxiong Wang:
On Related-Key Attacks and KASUMI: The Case of A5/3. INDOCRYPT 2011: 146-159 - 2010
- [c1]Phuong Ha Nguyen, Lei Wei, Huaxiong Wang, San Ling
On Multidimensional Linear Cryptanalysis. ACISP 2010: 37-52
Coauthor Index
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