This paper is included in the Proceedings of the 33rd USENIX Security Symposium.

This work presents NetShaper, a system that mitigates network side-channel leaks based on the principle of traffic shaping, and provides differential privacy guarantees while adapting to the prevailing workload and congestion condition, and allows a tradeoff between privacy guarantees, bandwidth and latency overheads.