Numerical recipes in C (2nd ed.): the art of scientific computing
Numerical recipes in C (2nd ed.): the art of scientific computing
On the self-similar nature of Ethernet traffic
SIGCOMM '93 Conference proceedings on Communications architectures, protocols and applications
The changing nature of network traffic: scaling phenomena
ACM SIGCOMM Computer Communication Review
Trajectory sampling for direct traffic observation
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
A non-instrusive, wavelet-based approach to detecting network performance problems
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
Maximum likelihood network topology identification from edge-based unicast measurements
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Encryption-based protection for interactive user/computer communication
SIGCOMM '77 Proceedings of the fifth symposium on Data communications
Wavelet analysis of long-range-dependent traffic
IEEE Transactions on Information Theory
Anonymous connections and onion routing
IEEE Journal on Selected Areas in Communications
A framework for classifying denial of service attacks
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Distinguishing between single and multi-source attacks using signal processing
Computer Networks: The International Journal of Computer and Telecommunications Networking
Remote Physical Device Fingerprinting
IEEE Transactions on Dependable and Secure Computing
Collaborative detection and filtering of shrew DDoS attacks using spectral analysis
Journal of Parallel and Distributed Computing - Special issue: Security in grid and distributed systems
Towards real-time performance monitoring for encrypted traffic
Proceedings of the 2007 SIGCOMM workshop on Internet network management
Passive classification of wireless NICs during rate switching
EURASIP Journal on Wireless Communications and Networking
Remote detection of bottleneck links using spectral and statistical methods
Computer Networks: The International Journal of Computer and Telecommunications Networking
Periodic behavior in botnet command and control channels traffic
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Meaningful selection of temporal resolution for dynamic networks
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Forty data communications research questions
ACM SIGCOMM Computer Communication Review
Micro- and macroscopic analysis of RTT variability in GPRS and UMTS networks
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
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Experts have long recognized that theoretically it was possible to perform traffic analysis on encrypted packet streams by analyzing the timing of packet arrivals (or transmissions). We report on experiments to realize this possiblity using basic signal processing techniques taken from acoustics to perform traffic analysis on encrypted transmissions over wireless networks. While the work discussed here is preliminary, we are able to demonstrate two very interesting results. First, we can extract timing information, such as round-trip times of TCP connections, from traces of aggregated data traffic. Second, we can determine how data is routed through a network using coherence analysis. These results show that signal processing techniques may prove to be valuable network analysis tools in the future.