Extracting encryption metadata and terminating malicious connections using machine learning

Y Frayman, R Beatty, L Kuperman… - US Patent 10,454,961, 2019 - Google Patents
A network traffic hub extracts encryption metadata from messages establishing an encrypted
connection between a smart appliance and a remote server and determines whether …

Leveraging point inferences on HTTP transactions for HTTPS malware detection

BH Anderson, D McGrew - US Patent 10,805,341, 2020 - Google Patents
In one embodiment, a traffic analysis service receives captured traffic data regarding a
Transport Layer Security (TLS) connection between a client and a server. The traffic analysis …

Asynchronous hidden markov models for internet metadata analytics

EJ Giorgio, CC Cocks, OP Kreidl, JS Prisner… - US Patent …, 2021 - Google Patents
Implementations described and claimed herein provide systems, methods and computer-
readable media with instructions for detecting anomalies in computer network traffic online …

Signature pattern matching testing framework

L Weith, D Desai - US Patent 10,904,274, 2021 - Google Patents
Systems and methods for testing Signature Pattern Matching (SPM) for a new signature
associated with a cloud-based security system with a plurality of nodes and a testing node …

Identifying computing devices in a managed network that are involved in blockchain-based mining

D Badyan, H Tal, R Bitterfeld, A Garty… - US Patent …, 2021 - Google Patents
An example embodiment relates to discovering computing devices in a managed network
that are involved in blockchain-based mining. The example embodiment may involve a …

Validating firewall rules using data at rest

AC Farmer, A Galloni - US Patent App. 16/370,754, 2020 - Google Patents
A control server receives configuration data from a domain owner device associated with a
domain owner of a resource, where the resource is hosted by an origin server. The control …

System for malicious HTTP traffic detection with multi-field relation

ZOU Futai, C Zhang, Y Wu, K Jiang, S Zhang… - US Patent …, 2022 - Google Patents
The present disclosure provides a detection system, comprising a client for unloading
malicious HTTP traffic and a server for receiving and detecting the malicious HTTP traffic …

Extracting encryption metadata and terminating malicious connections using machine learning

Y Frayman, R Beatty, L Kuperman… - US Patent 11,176,459, 2021 - Google Patents
A network traffic hub extracts encryption metadata from messages establishing an encrypted
connection between a smart appliance and a remote server and determines whether …

Intrusion prevention system with machine learning model for real-time inspection of network traffic

J Andersson, J Hagen, B Niemczyk - US Patent 11,128,664, 2021 - Google Patents
An intrusion prevention system includes a machine learning model for inspecting network
traffic. The intrusion prevention system receives and scans the network traffic for data that …

Methods and systems for watermarking neural networks

N Chattopadhyay, A Chattopadhyay - US Patent 12,050,671, 2024 - Google Patents
Disclosed herein is a system for watermarking a neural network, comprising memory; and at
least one processor in communication with the memory; wherein the memory stores …