Analyzing traffic patterns to detect infectious messages
View Patent ↗Managing electronic messages comprises receiving a message, forwarding the message, determining that the forwarded message is infectious after the message has been forwarded and preventing the infectious forwarded message from spreading.
1. A method for classifying an electronic-mail message, the method comprising:
storing a plurality of previously received messages in memory, wherein each previously received message is individually classified as suspicious, and wherein each suspicious classification is based on a probability of infection that is between a probability threshold for legitimate classification and a probability threshold for infectious classification;
receiving a message sent over a communication network; and
executing instructions stored in memory, wherein execution of the instructions by a processor:
determines that the received message is individually classified as suspicious based on the probability threshold and is similar to one or more of the previously received messages classified as suspicious messages,
determines that a total number of similar suspicious messages has exceeded a predefined message threshold, wherein the total number of similar suspicious messages includes the received message and the one or more previously received and classified suspicious messages determined to be similar to the received message, and
classifies the received message as infectious when the predefined message threshold has been met by the total number of similar suspicious messages.
2. The method of claim 1 , further comprising executing instructions by the processor to perform a traffic analysis on the received message to identify a traffic spike in the total number of similar suspicious messages that is consistent with a pattern of a virus outbreak.
3. The method of claim 2 , wherein the traffic analysis is analyzed on a global network level.
4. The method of claim 2 , wherein the traffic analysis is analyzed on a subnet of a local network.
5. The method of claim 1 , further comprising executing instructions by the processor to quarantine the message based on the infectious classification.
6. The method of claim 1 , further comprising executing instructions by the processor to delete the message based on the infectious classification.
7. The method of claim 1 , wherein the message includes an executable attachment having a file name and one or more of the suspicious messages have the same attachment and file name.
8. The method of claim 1 , further comprising executing instructions by the processor to report the received message classified as infectious to another user on the communications network to prevent the spread of the infectious message.
9. A system for classifying an electronic-mail message, the system comprising:
memory for storing a plurality of previously received messages in memory, wherein each previously received message is individually classified as suspicious, and wherein each suspicious classification is based on a probability of infection that is between a probability threshold for legitimate classification and a probability threshold for infectious classification;
a mail server for receiving a message sent over a communication network; and
a network device coupled to the mail server, the network device including a processor for executing instructions stored in memory, wherein execution of the instructions by the processor:
determines that the received message is individually classified as suspicious based on the probability threshold and is similar to one or more of the previously received messages classified as suspicious messages,
determines that a total number of similar suspicious messages has exceeded a predefined message threshold, wherein the total number of similar suspicious messages includes the received message and the one or more previously received and classified suspicious messages determined to be similar to the received message, and
classifies the received message as infectious when the predefined message threshold has been met by the total number of similar suspicious messages.
10. The system of claim 9 , further comprising an infectious message detection mechanism stored in memory and executable by a processor to identify a virus associated with the infectious message.
11. A non-transitory computer-readable storage medium having embodied thereon a program, the program being executable by a processor to perform a method for classifying an electronic-mail message, the method comprising:
storing a plurality of previously received messages, wherein each previously received message is individually classified as suspicious, and wherein each suspicious classification is based on a probability of infection that is between a probability threshold for legitimate classification and a probability threshold for infectious classification;
receiving a message sent over a communication network;
determining that the received message is individually classified as suspicious based on the probability threshold and is similar to one or more of the previously received messages classified as suspicious messages;
determining that a total number of similar suspicious messages has exceeded a predefined message threshold, wherein the total number of similar suspicious messages includes the received message and the one or more previously received and classified suspicious messages determined to be similar to the received message; and
classifying the received message as infectious when the predefined message threshold has been met by the total number of similar suspicious messages.
12. The system of claim 9 , wherein the network device further performs a traffic analysis on the received message to identify a traffic spike in the total number of similar suspicious messages that is consistent with a pattern of a virus outbreak.
13. The system of claim 12 , wherein the traffic analysis is analyzed on a global network level.
14. The system of claim 12 , wherein the traffic analysis is analyzed on a subnet of a local network.
15. The system of claim 9 , wherein the network device quarantines the message based on the infectious classification.
16. The system of claim 9 , wherein the network device deletes the message based on the infectious classification.
17. The system of claim 9 , wherein the message includes an executable attachment having a file name and one or more of the suspicious messages have the same attachment and file name.
18. The system of claim 9 , wherein the network device reports the received message classified as infectious to another user on the communications network to prevent the spread of the infectious message.