Abstract: Systems and methods are provided for intrusion detection, specifically, identifying masquerade attacks in large scale, multiuser systems, which improves the scoring systems over conventional masquerade detection systems by adopting distinct alignment parameters for each user. For example, the use of DDSGA may result in a masquerade intrusion detection hit ratio of approximately 88.4% with a small false positive rate of approximately 1.7%. DDSGA may also improve the masquerade intrusion detection hit ratio by about 21.9% over convention masquerade detection techniques and lower the Maxion-Townsend cost by approximately 22.5%. It will also improve the computational overhead.

Abstract: Systems and methods are provided for intrusion detection, specifically, identifying masquerade attacks in large scale, multiuser systems, which improves the scoring systems over conventional masquerade detection systems by adopting distinct alignment parameters for each user. For example, the use of DDSGA may result in a masquerade intrusion detection hit ratio of approximately 88.4% with a small false positive rate of approximately 1.7%. DDSGA may also improve the masquerade intrusion detection hit ratio by about 21.9% over convention masquerade detection techniques and lower the Maxion-Townsend cost by approximately 22.5%. It will also improve the computational overhead.

Abstract: Systems and methods for accelerating stream cipher encryption operations are described. In one aspect, a computer-implemented method receives data. The method separates the data into multiple file chunks for compression. A respective compression-encryption instructions header is provided for each compressed file chunk. Each compressed file chunk then is encrypted according to corresponding encryption instructions in the file-chunk's compression-encryption instructions. In one implementation, the compressed file chunks are encrypted by respective worker nodes in a peer-to-peer computing environment. The compressed and encrypted file chunks are merged into a single encrypted-compressed-merged file.

Abstract: Systems and methods for accelerating stream cipher encryption operations are described. In one aspect, a computer-implemented method receives data. The method separates the data into multiple file chunks for compression. A respective compression-encryption instructions header is provided for each compressed file chunk. Each compressed file chunk then is encrypted according to corresponding encryption instructions in the file-chunk's compression-encryption instructions. In one implementation, the compressed file chunks are encrypted by respective worker nodes in a peer-to-peer computing environment. The compressed and encrypted file chunks are merged into a single encrypted-compressed-merged file.