Research Interests: Deep learning, security, and blockchain. Deep learning and program synthesis and analysis. Secure deep learning and artificial intelligence. Blockchain and decentralized systems. Computer security, privacy, and applied
cryptography, including security and privacy issues in systems, software,
networking, and databases. Using program analysis, algorithms design, and machine learning for security and privacy.
Positions are available for postdocs, research staff, staff programmers, and interns, in areas in security, privacy, and deep learning. If you are interested in applying for a position, please fill out the form here and then send an email to dawnsong.jobs@gmail.com if you are interested. Please do not send me emails directly without filling in the form.
For Berkeley undergrads, we enjoy having undergrads participate in our research projects to gain research experience. To be selected, normally we expect the students to have a GPA of at least 3.7 in EECS or math major or have extensive experience in areas related to the project. If interested, please apply through the URAP program. You are also welcome to fill in the form mentioned above at any time. Please do not send me emails directly without first applying through URAP and/or fill in the form above, unless instructed.
