Whitehat Security, Inc.

Daedalus I , L.l.c.

Robert Stone

Jeremiah Grossman

Siamak Pazirandeh

William Pennington

Bill Pennington

Bernhard B Sterling

Sergey Kolychev

James Richardson

Tomasz Derylo

Discloses are systems, methods and computer readable mediums for automated verifications of potential vulnerabilities of one or more sites or code utilizing one or more neural networks. The systems, methods and computer readable mediums can transmit one or more scan operations to one or more sites, receive one or more responses to the one or more scan operations, tokenize the one or more responses, transmit to one or more neural networks the one or more tokenized responses, receive from the one or more neural networks verification of the one or more tokenized responses, and determine one or more confidences of the one or more verified responses.

Systems and methods for machine learning based application security testing

A method of testing a web application, wherein a web application is a program that operates on a server and interacts with clients that access the program over a network, wherein further the web application accepts parameters that define results generated from the web application, the method comprising determining which web application uniform resource identifiers ('URIs') are used to access various web applications on a system, selecting a subset of less than all of the URIs for the common web, wherein the subset is selected at least in part independently of the order generated, performing a security scan on a first URI of the subset of URIs, comparing locality-sensitive hash ('LSH') signatures of responses to the first URI, determine if the differences between responses exceed a threshold and performing a security scan on a second URI of the subset if the responses exceed the threshold.

Enhanced automatic response culling with signature generation and filtering

Vulnerability testing of a web application can be done using external testing, wherein an external test system runs with permissions of a user of the web application and interacts with the web application over a network, the external test system might obtain a schedule for a vulnerability test, execute the schedule using the external test system, log at least portions of responses of the web application to interactions of the external test system with the web application, compare portions of the responses to expected possible responses associated with particular possible vulnerabilities of the web application, thereby detecting possible vulnerabilities of the web application and, for at least one detected possible vulnerability, generating a retest script that comprises at least instructions to place the web application in a state at least similar to the state at which the at least one detected possible vulnerability was detected during execution of the schedule and that comprises at least instructions to interact with the web application in an attempt to recreate the detection without requiring reexecution of the schedule.

Method and apparatus for managing security vulnerability lifecycles

A web application security scanner (WASS) includes a login manager configured to perform an automated login to a web site. The automated login may be performed when the login manager detects that a login session has ended. The login manager is configured to determine credentials for the web site to allow the WASS to access the web site. The WASS may then use the credentials to continue scanning the web site. Thus, previously unscannable web pages may be accessed in the web site because of the automated login process.

Automated login session extender for use in security analysis systems

An improved method and apparatus for client-side application analysis is provided. Client-side application analysis involves determining and testing, using client-side application interfaces and the like, data input points and analyzing client requests and server responses. A security vulnerability analyzer can be employed to analyze content for client-side application files, such as Flash files and Java applets, extract addresses and data parameters embedded in the client-side application file, and modify the data parameters according to user-defined test criteria. The modified data parameters are transmitted as part of a request to a respective server used to service requests from the client-side application files. The security vulnerability analyzer analyzes the response from the server to ascertain if there are any security vulnerabilities associated with the interface between the client-side application file and the server.

System for detecting vulnerabilities in applications using client-side application interfaces

A method of testing a web application, wherein a web application is a program that operates on a server and interacts with clients that access the program over a network, wherein further the web application accepts parameters that define results generated from the web application, the method comprising determining which web application uniform resource identifiers (URIs) are used to access various web applications on a system, determining if more than a threshold of the URIs are for a common web application, selecting a subset of less than all of the URIs for the common web application when the threshold is exceeded for that common web application, wherein the subset is selected at least in part independently of the order generated and performing a security scan on the selected subset.

Automatic response culling for web application security scan spidering process

An apparatus and method of managing vulnerability testing of a web application is provided for running a set of one or more scripted tests against a web application, recording results of the one or more scripted tests, providing an interface for a human evaluator to review the recorded results, and accepting from the human evaluator custom test parameters based on observations of the recorded results, wherein custom test parameters include at least one context usable by a future tester in deciding whether to run the custom test, and also includes at least one instruction for automatically running custom test steps of the custom test.

Pattern tracking and capturing human insight in a web application security scanner

A system provides for fuzzy classification in comparisons of scanner responses. A web application test suite performs tests against a web application by sending client requests from a testing computer to the server running the web application and checking how the web application responds. A thorough web application security scan might involve thousands of checks and responses. As a result, some sort of programmatic analysis is needed. One such evaluation involves comparing one response against another. Response matching that compares two HTTP responses might use fuzzy classification processes.

Using fuzzy classification models to perform matching operations in a web application security scanner

An improved method and apparatus for client-side web application analysis is provided. Client-side web application analysis involves determining and testing, using client-side application interfaces and the like, data input points and analyzing client requests and server responses. A security vulnerability analyzer can analyze web page content for client-side application files, such as Flash files and Java applets, extract web addresses and data parameters embedded in the client-side application file, and modify the data parameters according to user-defined test criteria. The modified data parameters are transmitted as part of a request to a respective web server used to service the client-side application files. The security vulnerability analyzer analyzes the response from the server to ascertain if there are any security vulnerabilities associated with the interface between the client-side application file and the web server.

System for detecting vulnerabilities in web applications using client-side application interfaces

This invention relates to a method and apparatus for in-vivo, real time measurement of pH, pCO , base excess, hemoglobin, and hemoglobin oxygen saturation. Specifically, the invention relates to an apparatus placed in-line with an existing invasive patient access line to provide continuous, semi-continuous, or non-continuous monitoring of blood pH, pCO , base excess, hemoglobin, and hemoglobin oxygen saturation in a manner which is relatively non-invasive. Further, the device and apparatus allows monitoring of the listed parameters in a non-destructive manner such that the blood sample under analysis can be returned to the patient.

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Mountain View, CA, United States of America

Robert Stone