Real-time prevention of malicious content via dynamic analysis
This disclosure is related to methods and apparatus used to for preventing malicious content from reaching a destination via a dynamic analysis engine may operate in real-time when packetized data is received. Data packets sent from a source computer may be received and be forwarded to an analysis computer that may monitor actions performed by executable program code included within the set of data packets when making determinations regarding whether the data packet set should be classified as malware. In certain instances all but a last data packet of the data packet set may also be sent to the destination computer while the analysis computer executes and monitors the program code included in the data packet set. In instances when the analysis computer identifies that the data packet set does include malware, the malware may be blocked from reaching the destination computer by not sending the last data packet to the destination computer.
1 . A method for detecting malicious content, the method comprising:
receiving data at a sandbox device, wherein the data is received from a separate firewall device after the separate firewall device receives the data from a sender device, and wherein a first portion of the data being sent to a destination device while holding a second portion of the data at the separate firewall device until at least after an observation of the data at the sandbox device;
observing that a first action is performed when instructions included in the received data are executed at the sandbox device;
determining a classification of the received data based on the first action, wherein the classification is associated with malware;
sending a message to the separate firewall device regarding the classification of the received data as being associated with malware; and
performing a corrective action based on the classification of the received data as being associated with malware.
2 . The method of claim 1 , wherein the first action includes reorganizing the received data, and further comprising identifying that the first action is malicious based on the reorganization of the received data.
3 . The method of claim 1 , wherein the first action includes accessing a data storage location designated as inappropriate.
4 . The method of claim 1 , wherein the first action includes de-obfuscating a set of the instructions in the received data.
5 . The method of claim 1 , wherein the separate firewall device drops the second portion of the data based on the message.
6 . The method of claim 1 , further comprising:
identifying an attribute associated with the received data; and
storing the attribute in memory, wherein the attribute is stored in association with the received data.
7 . The method of claim 1 , further comprising:
generating a signature from the received data; and
storing the signature at a deep packet inspection data store.
8 . The method of claim 7 , further comprising:
generating a second signature from a second set of the received data;
identifying that the stored signature matches the second signature; and
classifying the second set of received data based on the stored signature matching the second signature.
9 . The method of claim 1 , wherein the first action includes intercepting a basic input/output (BIOS) instruction.
10 . The method of claim 1 , wherein the first action includes preparing to transmit data from the sandbox device.
11 . The method of claim 1 , further comprising performing a deep packet inspection (DPI) scan of the received data in parallel.
12 . The method of claim 11 , wherein determining the classification is based on the DPI scan indicating that the received data matches one or more previously identified patterns, and wherein the first action is observed while the DPI scan is performed by a multi-processor platform associated with the sandbox device.
13 . A non-transitory computer-readable storage medium having embodied thereon a program executable by a processor for implementing a method for detecting malicious content, the method comprising:
receiving data at a sandbox device, wherein the data is received from a separate firewall device after the separate firewall device receives the data from a sender device, and wherein a first portion of the data being sent to a destination device while holding a second portion of the data at the separate firewall device until at least after an observation of the data at the sandbox device;
observing that a first action is performed when instructions included in the received data are executed at the sandbox device;
determining a classification of the received data based on the first action, wherein the classification is associated with malware;
sending a message to the separate firewall device regarding the classification of the received data as being associated with malware; and
performing a corrective action based on the classification of the received data as being associated with malware.
14 . The non-transitory computer-readable storage medium of claim 13 , wherein the first action includes reorganizing the received data, and further comprising instructions executable to identify that the first action is malicious based on the reorganization of the received data.
15 . The non-transitory computer-readable storage medium of claim 13 , wherein the first action includes accessing a data storage location designated as inappropriate.
16 . The non-transitory computer-readable storage medium of claim 13 , further comprising instructions executable to direct the separate firewall device to drop the second portion of the data based on the message.
17 . The method of claim 13 , further comprising instructions executable to:
identify an attribute associated with the received data; and
store the attribute in memory, wherein the attribute is stored in association with the received data.
18 . The method of claim 13 , further comprising instructions executable to:
generate a signature from the received data; and
store the signature at a deep packet inspection data store.
19 . The non-transitory computer-readable storage medium of claim 13 , wherein the first action includes intercepting a basic input/output (BIOS) instruction.
20 . A system for detecting malicious content, the system comprising:
a separate firewall device that:
receives a data set sent from a sender device, wherein the data set is directed to a destination device,
sends the data set for analysis,
sends a first portion of the data set to the destination device, and
holds a second portion of the data set; and
a sandbox device separate from the separate firewall device, wherein the sandbox device:
receives the data set from the separate firewall device,
observes that a first action is performed when instructions included in the first data set are executed,
determines a classification of the received data based on the first action, wherein the classification is associated with malware,
sends a message to the separate firewall device regarding the classification of the received data as being associated with malware, and
performs a corrective action based on the classification of the received data as being associated with malware.