Prosecution Insights
Last updated: April 19, 2026

Examiner: FARAMARZI, GITA

Tech Center 2400 • Art Units: 2431 2439 2496 2498

This examiner grants 53% of resolved cases

Performance Statistics

53.3%
Allow Rate
-4.7% vs TC avg
108
Total Applications
+21.5%
Interview Lift
1216
Avg Prosecution Days
Based on 75 resolved cases, 2023–2026

Rejection Statute Breakdown

8.1%
§101 Eligibility
5.0%
§102 Novelty
56.6%
§103 Obviousness
29.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18780888 SYSTEM AND METHOD FOR COMPUTING DEVICE INTRUSION DETECTION VIA MACHINE LEARNING FOR INTERACTION DATA ANALYSIS Final Rejection BANK OF AMERICA CORPORATION
17857398 SYSTEM AND METHOD FOR CONTROLLING ACCESS SECURITY PROTOCOLS IN A DATABASE MANAGEMENT SYSTEM Non-Final OA BANK OF AMERICA CORPORATION
18864624 Methods and Systems for In-Band Sign Up to a Wireless Network Non-Final OA Google LLC
17612295 Method for Securing Against Fault Attacks a Verification Algorithm of a Digital Signature of a Message Non-Final OA THALES DIS FRANCE SAS
18090314 METHOD AND APPARATUS FOR DEVICE AUTHENTICATION USING CHAINS OF CERTIFICATES Non-Final OA SEMTECH CORPORATION
18151242 IDENTIFYING WHETHER INTERACTING WITH REAL PERSON OR SOFTWARE ENTITY IN METAVERSE Non-Final OA Cisco Technology, Inc.
18752544 ISOLATION TECHNIQUES AT EXECUTION PLATFORMS USED FOR SENSITIVE DATA ANALYSIS Non-Final OA Amazon Technologies, Inc.
17979673 MALWARE IDENTITY IDENTIFICATION Final Rejection Rubrik, Inc.
18203305 APPARATUS AND METHOD FOR DETECTING ERRORS DURING DATA ENCRYPTION Non-Final OA Silicon Motion, Inc.
18122897 SYSTEM AND METHODS FOR ANOMALY AND MALWARE DETECTION IN MEDICAL IMAGING DATA Final Rejection Optum, Inc.
17173186 Integrated Quality Assessment for a Passive Authentication System Non-Final OA TruU, Inc.
17858029 METHOD OF DETECTING ANOMALIES IN A BLOCKCHAIN NETWORK AND BLOCKCHAIN NETWORK IMPLEMENTING SUCH A METHOD Final Rejection BULL SAS
17079768 Utilizing Machine Learning to detect malicious Office documents Final Rejection Zscaler, Inc.
18942758 FULL-SCENE CYBERSECURITY THREAT-RELATED ANALYSIS METHOD AND SYSTEM THEREOF Non-Final OA Beijing University of Posts and Telecommunications
18098582 LEARNING BASED IDENTIFICATION OF VULNERABLE FUNCTIONS IN RELATION TO COMMON VULNERABILITIES AND EXPOSURES (CVE) Non-Final OA MICRO FOCUS LLC
18139097 MACHINE LEARNING TECHNIQUES FOR AUTOMATING CYBERWARFARE TRAINING SCENARIOS Final Rejection CDW LLC

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