Real-time network attack detection and mitigation infrastructure
View Patent ↗The invention features systems and methods for detecting and mitigating network attacks in a Voice-Over-IP (VoIP) network. A server is configured to receive information related to a mitigation action for a call. The information can include a complexity level for administering an audio challenge-response test to the call and an identification of the call. The server also generates i) a routing label based on the identification of the call, and ii) a script defining a plurality of variables that store identifications of a plurality of altered sound files for the audio challenge-response test. Each altered sound file is randomly selected by the server subject to one or more constraints associated with the complexity level. The server is further configured to transmit the script to a guardian module and the routing label to a gateway.
1. A method of generating an altered sound file for a digit that corresponds to a number or a letter, the method comprising:
receiving a complexity level and an input audio file comprising original clear voice sound of the digit;
converting data in the input audio file into normalized digit data;
generating normalized background noise using a noise generation algorithm;
adding the normalized background noise to the normalized digit data to generate combined data, the amount of background noise added being based on the complexity level;
de-normalizing the combined data to produce the altered sound file for the digit; and
playing the altered sound file for a digit that corresponds to a number or letter to a caller as part of an audio challenge-response test to mitigate a possible network attack by the call.
2. The method of claim 1 wherein the normalized digit data comprises normalized linear pulse-code modulation data.
3. The method of claim 1 wherein the noise generation algorithm produces at least one of additive white Gaussian noise or pre-recorded background noise.
4. The method of claim 1 wherein the amount of background noise added is based on a signal-to-noise ratio defined for the complexity level.
5. The method of claim 4 wherein said complexity level is determined based on an alarm corresponding to an incoming call indicative of a network attack.
6. The method of claim 4 further comprising receiving, by a server, information related to a mitigation action for a Voice-Over-IP (VoIP) call, the mitigation action being generated by an analyzer based on detecting a possible network attack by the call, the information including said complexity level for administering said audio challenge-response test to the call.
7. The method of claim 1 further comprising adding one or more random bits of silence to the combined data.
8. A method of generating an inter-digit noise file, the method comprising:
generating normalized background noise using a noise generation algorithm;
adding one or more random bits of silence to the normalized background noise;
adding one or more random bits of amplitude variation to the normalized background noise;
de-normalizing the normalized background noise to produce the inter-digit noise file; and
playing the inter-digit noise file to a caller as part of an audio challenge-response test to mitigate a possible network attack by the call.
9. The method of claim 8 wherein the noise generation algorithm produces at least one of additive white Gaussian noise or pre-recorded background noise.
10. The method of claim 9 further comprising:
receiving a complexity level; and
wherein the amount of background noise added is based on a signal-to-noise ratio defined for the complexity level.
11. The method of claim 10 wherein the pre-recorded background noise is airport or restaurant noise.
12. The method of claim 10 further comprising receiving, by a server, information related to a mitigation action for a Voice-Over-IP (VoIP) call, the mitigation action being generated by an analyzer based on detecting a possible network attack by the call, the information including said complexity level, said complexity level being for administering said audio challenge-response test to the call.
13. A computer program product, tangibly embodied in a non-transitory computer readable medium, for generating an altered sound file for a digit that corresponds to a number or a letter, the computer program product including instructions being operable to cause data processing apparatus to:
receive a complexity level and an input audio file comprising original clear voice sound of the digit;
convert data in the input audio file into normalized digit data;
generate normalized background noise using a noise generation algorithm;
add the normalized background noise to the normalized digit data to generate combined data, the amount of background noise added is based on the complexity level;
de-normalize the combined data to produce the altered sound file for the digit; and
play the altered sound file for a digit that corresponds to a number or letter to a caller as part of an audio challenge-response test to mitigate a possible network attack by the call.