Towards practical differential privacy for SQL queries von Johnson, Noah, Near, Joseph P., Song, Dawn

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A Principled Approach to Data Valuation for Federated Learning von Wang, Tianhao, Rausch, Johannes, Zhang, Ce, Jia, Ruoxi, Song, Dawn

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StackPi: New Packet Marking and Filtering Mechanisms for DDoS and IP Spoofing Defense von Yaar, A., Perrig, A., Dawn Song

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Anomalous Example Detection in Deep Learning: A Survey von Bulusu, Saikiran, Kailkhura, Bhavya, Li, Bo, Varshney, Pramod K., Song, Dawn

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Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication von Frank, M., Biedert, R., Ma, E., Martinovic, I., Song, D.

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Practical Black-Box Attacks on Deep Neural Networks Using Efficient Query Mechanisms von Bhagoji, Arjun Nitin, He, Warren, Li, Bo, Song, Dawn

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Efficient task-specific data valuation for nearest neighbor algorithms von Jia, Ruoxi, Dao, David, Wang, Boxin, Hubis, Frances Ann, Gurel, Nezihe Merve, Li, Bo, Zhang, Ce, Spanos, Costas, Song, Dawn

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A Symbolic Execution Framework for JavaScript von Saxena, Prateek, Akhawe, Devdatta, Hanna, Steve, Feng Mao, McCamant, Stephen, Dawn Song

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NetworkProfiler: Towards automatic fingerprinting of Android apps von Shuaifu Dai, Tongaonkar, Alok, Xiaoyin Wang, Nucci, Antonio, Song, Dawn

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Design and Evaluation of a Real-Time URL Spam Filtering Service von Thomas, K., Grier, C., Ma, J., Paxson, V., Song, D.

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Joint Link Prediction and Attribute Inference Using a Social-Attribute Network von Gong, Neil Zhenqiang, Talwalkar, Ameet, Mackey, Lester, Huang, Ling, Shin, Eui Chul Richard, Stefanov, Emil, Shi, Elaine (Runting), Song, Dawn

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Automatic Patch-Based Exploit Generation is Possible: Techniques and Implications von Brumley, D., Poosankam, P., Song, D., Jiang Zheng

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BitBlaze: A New Approach to Computer Security via Binary Analysis von Song, Dawn, Brumley, David, Yin, Heng, Caballero, Juan, Jager, Ivan, Kang, Min Gyung, Liang, Zhenkai, Newsome, James, Poosankam, Pongsin, Saxena, Prateek

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BinHunt: Automatically Finding Semantic Differences in Binary Programs von Gao, Debin, Reiter, Michael K., Song, Dawn

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On the Feasibility of Internet-Scale Author Identification von Narayanan, A., Paskov, H., Gong, N. Z., Bethencourt, J., Stefanov, E., Shin, E. C. R., Song, D.

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Multi-Dimensional Range Query over Encrypted Data von Shi, E., Bethencourt, J., Chan, T.-H.H., Dawn Song, Perrig, A.

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Towards a Formal Foundation of Web Security von Akhawe, Devdatta, Barth, Adam, Lam, Peifung E, Mitchell, John, Song, Dawn

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Private and Continual Release of Statistics von Chan, T.-H. Hubert, Shi, Elaine, Song, Dawn

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Automatic protocol reverse-engineering: Message format extraction and field semantics inference von Caballero, Juan, Song, Dawn

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Evolution of patterns on Conus shells von Gong, Zhenqiang, Matzke, Nichilos J., Ermentrout, Bard, Song, Dawn, Vendetti, Jann E., Slatkin, Montgomery, Oster, George

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