http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2022170138-A1
Outgoing Links
| Predicate | Object |
|---|---|
| assignee | http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_a68790a12228f5b99e176e8aacff640a |
| classificationCPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L63-1425 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F21-567 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L63-0218 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-02 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L63-0245 |
| classificationIPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F21-56 |
| filingDate | 2022-02-04-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor | http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_c9a1b800a5ffc90514efe306c02fe172 http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_c8f3a5375dcd5f9383ad4364ca1bcaee |
| publicationDate | 2022-08-11-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber | WO-2022170138-A1 |
| titleOfInvention | Header-based packet filtering and inferencing to identify malicious network traffic using neural networks |
| abstract | A first network interface duplicates received network traffic and forwards network traffic data to a central processing unit (CPU) and one or more parallel processing units (PPUs). In an embodiment, the one or more PPUs analyze the network traffic to identify whether the network traffic is malicious. First, the one or more PPUs filter and classify the network traffic into flows, or logical sub-groupings of the network traffic. Second, the one or more PPUs sort the network packets within each flow and extract features of interest specific to each flow. Using the extracted features of interest, one or more deep learning techniques infer a status indicating whether each flow is malicious. The one or more PPUs then forward the status for each flow to the CPU for determining which network traffic is forwarded to a second network interface. |
| priorityDate | 2021-02-08-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type | http://data.epo.org/linked-data/def/patent/Publication |
Incoming Links
Total number of triples: 20.