Patents by Inventor Michalis Faloutsos

Michalis Faloutsos has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 10148681
    Abstract: A method and system for automated identification of phishing, phony, and malicious web sites are disclosed. According to one embodiment, a computer implemented method, comprises receiving a first input, the first input including a universal resource locator (URL) for a webpage. A second input is received, the second input including feedback information related to the webpage, the feedback information including an indication designating the webpage as safe or unsafe. A third input is received from a database, the third input including reputation information related to the webpage. Data is extracted from the webpage. A safety status is determined for the webpage, including whether the webpage is hazardous by using a threat score for the webpage and the second input, wherein calculating the threat score includes analyzing the extracted data from the webpage. The safety status for the webpage is reported.
    Type: Grant
    Filed: May 20, 2013
    Date of Patent: December 4, 2018
    Assignee: CLOUDFLARE, INC.
    Inventors: Anirban Banerjee, Michalis Faloutsos
  • Patent number: 10089660
    Abstract: Multiple sources of reviews for the same product or service (e.g. hotels, restaurants, clinics, hair saloon, etc.) are utilized to provide a trustworthiness score. Such a score can clearly identify hotels with evidence of review manipulation, omission and fakery and provide the user with a comprehensive understanding of the reviews of a product or establishment. Three types of information are used in computing the score: spatial, temporal and network or graph-based. The information is blended to produce a representative set of features that can reliably produce the trustworthiness score. The invention is self-adapting to new reviews and sites. The invention also includes a validation mechanism by crowd-sourcing and fake review generation to ensure reliability and trustworthiness of the scoring.
    Type: Grant
    Filed: September 9, 2015
    Date of Patent: October 2, 2018
    Assignee: STC.UNM
    Inventors: Shuang Luan, Abdullah Mueen, Michalis Faloutsos, Amanda J. Minnich
  • Publication number: 20160070709
    Abstract: Multiple sources of reviews for the same product or service (e.g. hotels, restaurants, clinics, hair saloon, etc.) are utilized to provide a trustworthiness score. Such a score can clearly identify hotels with evidence of review manipulation, omission and fakery and provide the user with a comprehensive understanding of the reviews of a product or establishment. Three types of information are used in computing the score: spatial, temporal and network or graph-based. The information is blended to produce a representative set of features that can reliably produce the trustworthiness score. The invention is self-adapting to new reviews and sites. The invention also includes a validation mechanism by crowd-sourcing and fake review generation to ensure reliability and trustworthiness of the scoring.
    Type: Application
    Filed: September 9, 2015
    Publication date: March 10, 2016
    Inventors: Shuang Luan, Abdullah Mueen, Michalis Faloutsos, Amanda J. Minnich
  • Patent number: 8856545
    Abstract: A site analysis system to determine a security level of a website comprises a communication transceiver and a processing system. The communication transceiver is configured to receive content information associated with the website describing a current state of the website, receive historical event information associated with the website, and receive external information associated with the website from a source external to the website. The processing system is configured to process the content information to determine a content score for the website, process the historical event information and the external information to determine a reputational score for the website, and process the content score and the reputational score to generate a final score for the website.
    Type: Grant
    Filed: July 14, 2011
    Date of Patent: October 7, 2014
    Assignee: Stopthehacker Inc.
    Inventors: Anirban Banerjee, Michalis Faloutsos
  • Publication number: 20130263272
    Abstract: A method and system for automated identification of phishing, phony, and malicious web sites are disclosed. According to one embodiment, a computer implemented method, comprises receiving a first input, the first input including a universal resource locator (URL) for a webpage. A second input is received, the second input including feedback information related to the webpage, the feedback information including an indication designating the webpage as safe or unsafe. A third input is received from a database, the third input including reputation information related to the webpage. Data is extracted from the webpage. A safety status is determined for the webpage, including whether the webpage is hazardous by using a threat score for the webpage and the second input, wherein calculating the threat score includes analyzing the extracted data from the webpage. The safety status for the webpage is reported.
    Type: Application
    Filed: May 20, 2013
    Publication date: October 3, 2013
    Applicant: StopTheHacker.com, JAAL LLC
    Inventors: Anirban Banerjee, Michalis Faloutsos
  • Publication number: 20120047581
    Abstract: An event-driven auto-restoration system for websites comprises a processing system. The processing system is configured to detect an event associated with a website indicative of a change in the website to an undesired state. The processing system is further configured to dynamically generate a restoration process and employ the restoration process to restore the website to a desired state. The processing system is further configured to employ a verification process to verify that the website has been restored to the desired state.
    Type: Application
    Filed: August 12, 2011
    Publication date: February 23, 2012
    Inventors: Anirban Banerjee, Michalis Faloutsos
  • Publication number: 20120017281
    Abstract: A site analysis system to determine a security level of a website comprises a communication transceiver and a processing system. The communication transceiver is configured to receive content information associated with the website describing a current state of the website, receive historical event information associated with the website, and receive external information associated with the website from a source external to the website. The processing system is configured to process the content information to determine a content score for the website, process the historical event information and the external information to determine a reputational score for the website, and process the content score and the reputational score to generate a final score for the website.
    Type: Application
    Filed: July 14, 2011
    Publication date: January 19, 2012
    Applicant: Stopthehacker.com, Jaal LLC
    Inventors: Anirban Banerjee, Michalis Faloutsos
  • Publication number: 20050138077
    Abstract: A system of delivering personalized streaming content to a destination based on automatic detection of context. A thin stream gateway delivers content to all devices in range, where the range is intentionally limited. Bidirectional communication is established between a fixed and a mobile gateway. The mobile gateway deduces its location from the streams received by the fixed gateway. The mobile gateway provides personal information to the fixed gateway. Handoff between gateways is also supported. The gateways can also form a blanket, that can be used to support ad hoc communication.
    Type: Application
    Filed: July 1, 2004
    Publication date: June 23, 2005
    Inventors: Panayiotis Michael, Michalis Faloutsos, Benjamin Greenstein, Fotios Konstantinidis, Michail Romesis, Petros Zerfos