# Paper Suggestions ### Differential Privacy - Frank McSherry and Kunal Talwar. *Mechanism Design via Differential Privacy*. FOCS 2007. - Cynthia Dwork, Moni Naor, Toniann Pitassi, and Guy Rothblum. *Differential Privacy under Continual Observation*. STOC 2010. - T.-H. Hubert Chan, Elaine Shi, and Dawn Song. *Private and Continual Release of Statistics*. ICALP 2010. - Moritz Hardt, Katrina Ligett, and Frank McSherry. *A Simple and Practical Algorithm for Differentially Private Data Release*. NIPS 2012. - Daniel Kifer and Ashwin Machanavajjhala. *A Rigorous and Customizable Framework for Privacy*. PODS 2012. ### Applied Cryptography - Benjamin Braun, Ariel J. Feldman Zuocheng Ren, Srinath Setty, Andrew J. Blumberg, and Michael Walfish. *Verifying Computations with State*. SOSP 2013. - Aseem Rastogi, Matthew A. Hammer and Michael Hicks. *Wysteria: A Programming Language for Generic, Mixed-Mode Multiparty Computations*. S&P 2014. - Shai Halevi and Victor Shoup. *Algorithms in HElib*. CRYPTO 2014. - Shai Halevi and Victor Shoup. *Bootstrapping for HElib*. EUROCRYPT 2015. - Léo Ducas and Daniele Micciancio. *FHEW: Bootstrapping Homomorphic Encryption in Less than a Second*. EUROCRYPT 2015. - Peter Kairouz, Sewoong Oh, and Pramod Viswanath. *Secure Multi-party Differential Privacy*. NIPS 2015. - Arjun Narayan, Ariel Feldman, Antonis Papadimitriou, Andreas Haeberlen, *Verifiable Differential Privacy*. EUROSYS 2015. ### Language-Based Security - Frank McSherry. *Privacy Integrated Queries*. SIGMOD 2009. - Jason Reed and Benjamin C. Pierce: *Distance Makes the Types Grow Stronger: A Calculus for Differential Privacy*. ICFP 2010. - Daniel B. Griffin, Amit Levy, Deian Stefan, David Terei, David Mazières, John C.Mitchell, and Alejandro Russo. *Hails: Protecting Data Privacy in Untrusted Web Applications*. OSDI 2012. - Andrew Ferraiuolo, Rui Xu, Danfeng Zhang, Andrew C. Myers, G. Edward Suh. *Verification of a Practical Hardware Security Architecture Through Static Information Flow Analysis*. ASPLOS 2017. - Danfeng Zhang, Aslan Askarov, and Andrew C. Myers. *Language-Based Control and Mitigation of Timing Channels*. PLDI 2012. - Samee Zahur and David Evans. *Obliv-C: A Language for Extensible Data-Oblivious Computation*. 2015. - Andrew Miller, Michael Hicks, Jonathan Katz, and Elaine Shi. *Authenticated Data Structures, Generically*. POPL 2014. - Martín Abadi and Andrew D. Gordon. *A Calculus for Cryptographic Protocols: The Spi Calculus*. Information and Computation, 1999. ### Adversarial Machine Learning - Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, and Rob Fergus. [*Intriguing properties of neural networks*](https://arxiv.org/pdf/1312.6199.pdf). ICLR 2014. - Ian J. Goodfellow, Jonathon Shlens, and Christian Szegedy. [*Explaining and Harnessing Adversarial Examples*](https://arxiv.org/abs/1412.6572). ICLR 2015. - Nicholas Carlini and David Wagner. [*Towards Evaluating the Robustness of Neural Networks*](https://arxiv.org/pdf/1608.04644.pdf). S&P 2017. - Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Chaowei Xiao, Atul Prakash, Tadayoshi Kohno, and Dawn Song. [*Robust Physical-World Attacks on Deep Learning Models*](https://arxiv.org/pdf/1707.08945.pdf). CVPR 2018. - Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras, and Adrian Vladu. [*Towards Deep Learning Models Resistant to Adversarial Attacks*](https://arxiv.org/pdf/1706.06083.pdf). ICLR 2018. - Nicholas Carlini and David Wagner. [*Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods*](https://arxiv.org/pdf/1705.07263.pdf). AISec 2017. - Jacob Steinhardt, Pang Wei Koh, and Percy Liang. [*Certified Defenses for Data Poisoning Attacks*](https://arxiv.org/pdf/1706.03691.pdf). NIPS 2017. # Supplemental Material - Cynthia Dwork and Aaron Roth. *Algorithmic Foundations of Data Privacy*. - Gilles Barthe, Marco Gaboardi, Justin Hsu, and Benjamin C. Pierce. *Programming Language Techniques for Differential Privacy*. - Michael Walfish and Andrew J. Blumberg. *Verifying Computations without Reexecuting Them*. - Véronique Cortier, Steve Kremer, and Bogdan Warinschi. *A Survey of Symbolic Methods in Computational Analysis of Cryptographic Systems*. - Dan Boneh and Victor Shoup. *A Graduate Course in Applied Cryptography*.