Anomaly detection

Number of patents in Portfolio can not be more than 2000

United States of America Patent

PATENT NO 11916948
APP PUB NO 20230075649A1
SERIAL NO

18056495

Stats

ATTORNEY / AGENT: (SPONSORED)

Importance

Loading Importance Indicators... loading....

Abstract

See full text

Computer-implemented method of detecting potential cybersecurity threats from collected data pertaining to a monitored network, the collected data comprising network data and/or endpoint data. The method comprises structuring the collected data as at least one data matrix, each row of the data matrix being a datapoint and each column corresponding to a feature. The method also comprises identifying one or more datapoints as anomalous, thereby detecting a potential cybersecurity threat. The method also comprises extracting causal information about the anomalous datapoint based on an angular relationship between a second-pass coordinate vector of the anomalous datapoint and a second-pass coordinate vector of one or more features. The second-pass coordinate vectors are determined by applying a second-pass singular value decomposition (SVD) to a residuals matrix. The residuals matrix is computed between the data matrix and an approximation of the data matrix by applying a first-pass truncated SVD to the data matrix.

Loading the Abstract Image... loading....

First Claim

See full text

Family

Loading Family data... loading....

Patent Owner(s)

  • SENSEON TECH LTD

International Classification(s)

  • [Classification Symbol]
  • [Patents Count]

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Caithness, Neil London, GB 3 2

Cited Art Landscape

Load Citation

Patent Citation Ranking

Forward Cite Landscape

Load Citation

Maintenance Fees

Fee Large entity fee small entity fee micro entity fee due date
3.5 Year Payment $1600.00 $800.00 $400.00 Aug 27, 2027
7.5 Year Payment $3600.00 $1800.00 $900.00 Aug 27, 2031
11.5 Year Payment $7400.00 $3700.00 $1850.00 Aug 27, 2035
Fee Large entity fee small entity fee micro entity fee
Surcharge - 3.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 7.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 11.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge after expiration - Late payment is unavoidable $700.00 $350.00 $175.00
Surcharge after expiration - Late payment is unintentional $1,640.00 $820.00 $410.00