System and method for detecting and preventing denial of service attacks in a communications system
View Patent ↗A method and system are provided for use in detecting and preventing attacks in a communications network. In one example, the method includes calculating first and second traffic volumes based on messages received at a first time and a second time, respectively. An average acceleration is calculated based on the first and second traffic volumes, and the method identifies whether the average acceleration has crossed a threshold. The messages are serviced only if the average acceleration has not crossed the threshold.
1. A method for detecting attacks in a communications network, the method comprising: calculating first traffic volume of messages destined for one or more devices at a first sampling time and a second traffic volume of messages destined for the one or more devices at a second sampling time, respectively; calculating an average acceleration (A avg ), based on an acceleration (A n ) for sampling times wherein A avg =(sum of each A n )/n, A n =(1−α)A n-1 ++(V n −V n-1 ), n is the second sampling time, n−1 is the first sampling time, A n-1 is a previous acceleration, V n is the second traffic volume of messages, V n-1 is the first traffic volume of messages, and α is a sensitivity factor (0≦α≧1) enabling adjustment of the calculation for A n ; detecting the attacks by identifying whether the average acceleration has crossed a threshold; and servicing the plurality of messages only if the average acceleration has not crossed the threshold.
2. The method of claim 1 further comprising repeating the step of calculating the average acceleration for one or more subsequent traffic volumes.
3. The method of claim 1 further comprising:
determining whether at least a portion of the plurality of messages received at the first and second times are authentic; and
rejecting each message that is not authentic.
4. The method of claim 3 wherein determining whether at least the portion of the plurality of messages received at the first and second times are authentic includes sending a message to a source designated by each message to verify whether the source is correct.
5. The method of claim 1 further comprising, if the average acceleration has crossed the threshold, blocking at least a portion of the messages.
6. The method of claim 5 further comprising:
identifying at least one source of the messages, wherein the at least one source is sending a majority of the messages that cause the average acceleration to cross the threshold; and
blocking the messages only from the at least one source.
7. The method of claim 1 wherein traffic comprising the first and second traffic volumes is directed to a single device, and wherein the average acceleration is calculated on a device by device basis for a plurality of devices.
8. A method for detecting denial of service attacks against one of a plurality of network devices, the method comprising: sampling a current traffic volume (V n ) of messages for a network device at each of a plurality of sampling times (n); calculating an acceleration for each of the plurality of times, wherein each acceleration A n is calculated as A n =(1−α)A n-1 +α(V n −V n-1 ), wherein A n-1 is a previous acceleration V n is the current traffic volume of messages, V n-1 is a previous traffic volume of messages, and α is a sensitivity factor (0≦α≧1) enabling adjustment of the calculation for A n ; detecting the denial of service attacks by calculating an average acceleration (A avg ) based on each of the calculated accelerations (A n ); determining whether the average acceleration (A avg ) has crossed a threshold; and servicing the plurality of messages only if the average acceleration (A avg ) has not crossed the threshold.
9. The method of claim 8 wherein A avg is calculated as (sum of each A n )/n.
10. The method of claim 8 further comprising permitting traffic to reach the network device only if A avg has not crossed the threshold.
11. The method of claim 10 further comprising, if A avg has crossed the threshold, blocking at least a portion of the traffic.
12. The method of claim 11 further comprising:
identifying one or more sources of the traffic that is causing A avg to cross the threshold; and
blocking the traffic only from the one or more sources.
13. The method of claim 12 further comprising:
determining a trust level of the one or more sources; and
blocking the traffic from the one or more sources only if the traffic's behavior deviates from a normal behavior standard by a predefined amount.
14. The method of claim 13 wherein the trust level is selected from a group comprising a no trust level, a low trust level, an identity-based trust level, and a cryptographic trust level.
15. The method of claim 13 wherein the trust level of the source is modified based on at least one of a time or a day.
16. A communications system comprising: a network device; a processor; a memory accessible to the processor for storing instructions for processing by the processor; and a plurality of instructions, including: instructions for calculating first traffic volume of messages destined for the network device and received at a first sampling time and a second traffic volume of messages destined for the network device and received at a second sampling time, respectively instructions for calculating an average acceleration (A avg ) based on an acceleration (A n ) for the sampling times wherein A avg =(sum of each A n )/n, A n =(1−α)A n-1 +α(V n -V n-1 ), n is the second sampling time n−1 is the first sampling time, A n-1 is a previous acceleration, V n is the second traffic volume of messages, V n-1 is the first traffic volume of messages, and α is a sensitivity factor (0≦α≧1) enabling adjustment of the calculation for A n ;
instructions for identifying whether the average acceleration has crossed a threshold;
and instructions for permitting the plurality of messages to reach the network device only if the average acceleration has not crossed the threshold.
17. The system of claim 16 further comprising instructions for repeating the step of calculating the average acceleration for one or more subsequent traffic volumes.
18. A system for detecting denial of service attacks against one of a plurality of communication devices, the system comprising: a communications channel configured to carry traffic to the device; a security device accessible to the communications channel, wherein the security device comprises a traffic monitor and a firewall; the traffic monitor (a) sampling a current traffic volume (V n ) of messages for the device at each of a plurality of sampling times (n), (b) calculating an acceleration for each of the plurality of times, wherein each acceleration (A n ) is calculated as A n =(1=α)A n-1 +α(V n −V n−1 ), wherein A n-1 is a previous acceleration V n is the current traffic volume of messages, V n-1 is a previous traffic volume (V n-1 ) of messages, and α is a sensitivity factor (0≦α≧1) enabling adjustment of the calculation for A n , (c) calculating an average acceleration (A avg ) based on each of the calculated accelerations (A n ), and (d) detecting the denial of service attacks by determining whether the average acceleration (A avg ) has crossed a threshold; and the firewall permitting the messages to reach the device only if the average acceleration (A avg ) has not crossed the threshold.
19. The system of claim 18 wherein A avg is calculated as (sum of each A n )/n.
20. The system of claim 18 wherein the traffic is voice-over-IP traffic.
21. The system of claim 18 wherein the traffic is instant messaging traffic.