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Naveen Vijayaraghavan

from Redondo Beach, CA
Age ~48

Naveen Vijayaraghavan Phones & Addresses

  • 1923 Voorhees Ave #A, Redondo Beach, CA 90278
  • 2411 Voorhees Ave APT 1, Redondo Beach, CA 90278
  • Long Beach, CA
  • 158 Winchester Ct, Clifton, NJ 07013
  • 246 Hyland Ave, Ames, IA 50014
  • Wayne, NJ
  • Stamford, CT
  • West Des Moines, IA
  • Passaic, NJ

Publications

Us Patents

Anomaly Detection Using Deep Learning Models

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US Patent:
20200379868, Dec 3, 2020
Filed:
May 31, 2019
Appl. No.:
16/428302
Inventors:
- El Segundo CA, US
Saryu Nayyar - El Segundo CA, US
Naveen Vijayaraghavan - El Segundo CA, US
Puneet Gajria - El Segundo CA, US
Aruna Rajasekhar - El Segundo CA, US
International Classification:
G06F 11/34
G06K 9/62
G06N 7/00
G06N 5/00
G06N 20/20
Abstract:
A computer-implemented method for anomaly detection based on deep learning includes acquiring a plurality of records, each record having a corresponding number of attributes, identifying outliers in the plurality of records using labels generated from processing the plurality of records through an ensemble of different deep learning models, wherein an output of at least one model is used as an input to at least one other model and detecting anomalies in the plurality of records using a probabilistic classifier based on plurality of records and labels.

Anomaly Detection In Cybersecurity And Fraud Applications

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US Patent:
20200382536, Dec 3, 2020
Filed:
May 31, 2019
Appl. No.:
16/428059
Inventors:
- El Segundo CA, US
Saryu Nayyar - El Segundo CA, US
Naveen Vijayaraghavan - El Segundo CA, US
Puneet Gajria - El Segundo CA, US
Alexey Varganov - El Segundo CA, US
International Classification:
H04L 29/06
G06F 16/906
G06N 20/20
Abstract:
A technique includes acquiring a plurality of records, each record having a corresponding number of attributes determining, based on local density measurements for numeric and normally distributed attribute value frequency measure for categorical attributes tags in the training portion of the plurality of records which is then used in probabilistic classifier for anomaly detection. A second set of implementations is proposed using ensemble method of combining deep learning algorithms for the same.
Naveen Vijayaraghavan from Redondo Beach, CA, age ~48 Get Report