The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 10, 2024

Filed:

Jul. 22, 2020
Applicant:

Chameleonx Ltd, Tel Aviv, IL;

Inventors:

Maor Hod, Ramat Gan, IL;

Ziv Eli, Tel Aviv, IL;

Assignee:

Akamai Technologies, Inc., Cambridge, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/57 (2013.01); G06F 9/455 (2018.01); G06F 16/957 (2019.01); G06F 21/55 (2013.01); G06F 21/56 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06F 9/45529 (2013.01); G06F 16/957 (2019.01); G06F 21/554 (2013.01); G06F 21/563 (2013.01); G06N 20/00 (2019.01);
Abstract

A method and system of detecting script-based attacks. In this approach, behavioral analysis is performed against a traceable data structure, preferably in the form of a call flow graph (CFG) that is generated at an instrumented end user client browser. The CFG comprises a set of runtime JavaScript execution data points and one or more associated event chains that include the execution data points and their relative ordering. It is generated in a client browser in association with an interaction with a page, and it represents a context-based record of that specific interaction. By collecting similar CFGs from other such interactions with that page, the system identifies execution flow anomalies that represent malicious JavaScript attack(s). These attacks can then be mitigated, e.g., by updating the page or access policy associated with the page such that the attack cannot be successfully executed against other users interacting with the page.


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