USPTO Examiner ZEE EDWARD - Art Unit 2435

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19214799COMPUTERIZED SECURITY PLATFORMS INCLUDING A ROLE-BASED PERMISSIONS SYSTEMMay 2025November 2025Allow610NoNo
19173767Computer-Implemented System That Enables Detection Of Fraudulent GPS Coordinates Provided During Media Collection For Inspections Performed Via Mobile DevicesApril 2025September 2025Allow500NoNo
19011802ARTIFICIAL INTELLIGENCE BASED (AI-BASED) SYSTEM AND METHOD POWERED BY LARGE LANGUAGE MODELS (LLMs) FOR MONITORING USERS DURING TASKS PERFORMED BY THE USERSJanuary 2025June 2025Allow510NoNo
19000595SECURITY HARDENING OF A RENEWABLE ENERGY DEVICE SYSTEMDecember 2024June 2025Allow610YesNo
18938365SYSTEMS AND METHODS FOR DETECTING NON-PROVISIONED USAGE OF APPLICATIONS IN AN ORGANIZATIONNovember 2024March 2025Allow400NoNo
18928564MUTABLE ACCESS TOKENSOctober 2024December 2025Allow1310NoNo
18902564Agent Message BusSeptember 2024November 2025Allow1310YesNo
18888882Intelligent Querying Of Network-Connected DevicesSeptember 2024December 2025Allow1500YesNo
18817890ACTIVE DATA DISPOSALAugust 2024February 2025Allow610NoNo
18798872AUTOMATED SECURE ACCESS TO ONLINE ACCOUNTSAugust 2024January 2025Allow520NoNo
18794595SECURE CONTROL CIRCUIT, OPERATING DEVICE AND METHOD THEREOFAugust 2024March 2026Allow1910NoNo
18773081SYSTEM AND METHOD FOR DIGITAL SIGNATURE FOR ELECTRONIC TEXT DOCUMENT SECURITYJuly 2024February 2025Allow710YesNo
18770763CONTEXT-AWARE SECURITY POLICIES AND INCIDENT IDENTIFICATION VIA AUTOMATED CLOUD GRAPH BUILDING WITH SECURITY OVERLAYSJuly 2024March 2026Allow2010YesNo
18759026BIOMETRIC AUTHENTICATION BASED ON BEHAVIORAL ANALYSISJune 2024February 2025Allow710NoNo
18744564Agent Message BusJune 2024September 2024Allow300YesNo
18744554CLOUD RESOURCE PRIORITIZATION FOR DATA SECURITY POSTURE MANAGEMENT BASED ON DETECTION OF CLOUD DATA PEAK SIGNALSJune 2024May 2025Allow1120YesNo
18674853FULLY HOMOMORPHIC ENCRYPTED PROCESSING ACCELERATIONMay 2024November 2025Allow1710NoNo
18672655Configuring Context-Based Restrictions For A Computing DeviceMay 2024June 2025Allow1220YesNo
18667819Analysis of MalwareMay 2024August 2025Allow1520YesNo
18657549METHOD FOR SAFETY RESPONSES TO SECURITY POLICY VIOLATIONSMay 2024March 2025Allow1110NoNo
18649178SYSTEMS AND METHODS FOR MANAGING OPERATIONS OF DATA PROCESSING SYSTEMS BASED ON GEOLOCATION TRACKINGApril 2024December 2025Allow2010NoNo
18634061APPARATUSES, COMPUTER-IMPLEMENTED METHODS, AND COMPUTER PROGRAM PRODUCTS FOR SECURE BLUETOOTH LOW ENERGY COMMUNICATIONApril 2024February 2026Allow2310NoNo
18621393SYSTEM AND METHOD TO ENHANCE PIN SECURITY BY ADDING HIDDEN FACTORSMarch 2024January 2026Allow2110YesNo
18607005Time-Coordinated Address RotationMarch 2024December 2025Allow2110YesNo
18595301ENHANCED VALUE COMPONENT PREDICTIONS USING CONTEXTUAL MACHINE-LEARNING MODELSMarch 2024February 2025Allow1210NoNo
18444484DATA ACCESS CONTROL SYSTEMS AND METHODSFebruary 2024February 2025Allow1210NoNo
18437872RULES ENGINE FOR SELECTIVELY GRANTING ACCESS TO SECURED RESOURCESFebruary 2024January 2025Allow1110NoNo
18434682SYSTEM AND PROCESS FOR THE VERIFICATION OF DATAFebruary 2024October 2024Allow810YesNo
18419851TECHNIQUES FOR INCENTIVIZED INTRUSION DETECTION SYSTEMJanuary 2024February 2025Allow1310YesNo
18415210SYSTEM AND METHOD FOR IDENTIFICATION OF SECURITY VULNERABILITIES USING ARTIFICIAL INTELLIGENCE-BASED ANALYSIS OF COMPUTING ENVIRONMENT LOGSJanuary 2024March 2026Allow2610YesNo
18407802Generation of Authentication Questions Based on User-Created Transaction LimitationsJanuary 2024October 2024Allow910NoNo
18402446Cloud Security Group Rule Management Via Log ProcessingJanuary 2024July 2025Allow1800YesNo
18575881NETWORK REPOSITORY FUNCTION SERVICES ACCESS AUTHORIZATIONJanuary 2024December 2025Allow2420YesNo
18401364Robust Feature Selection for Computer Security ApplicationsDecember 2023October 2025Allow2110NoNo
18534650AUTOMATED SECURE ACCESS TO ONLINE ACCOUNTSDecember 2023May 2024Allow510NoNo
18533339SMART RECOVERY OF BACKUP COPIES BASED ON THREAT ANALYSISDecember 2023July 2025Allow1910NoNo
18519236MITIGATION OF RISK OF DENIAL OF SERVICES FOR PROTECTED RESOURCESNovember 2023February 2026Allow2720NoNo
18517759UTILIZING ROUTING ADVERTISEMENTS TO AUTOMATE DDOS SCRUBBING TECHNIQUES IN A TELECOMMUNICATIONS NETWORKNovember 2023September 2025Abandon2120NoYes
18502886COMPUTER-BASED SYSTEMS INVOLVING ENHANCED ONE-TIME PASSCODE (OTP) MESSAGING AND METHODS OF USE THEREOFNovember 2023February 2025Allow1610NoNo
18502831COMPUTER-BASED SYSTEMS INVOLVING ENHANCED ONE-TIME PASSCODE (OTP) MESSAGING AND METHODS OF USE THEREOFNovember 2023February 2025Allow1610NoNo
18500919DYNAMIC VERIFICATION OF AN ELECTRONIC EXCHANGE OF INFORMATIONNovember 2023August 2025Allow2210YesNo
18385306Domain Specific Language for Defending Against a Threat-Actor and Adversarial Tactics, Techniques, and ProceduresOctober 2023January 2025Allow1420NoNo
18385272Domain-Specific Language Simulant for Simulating a Threat-Actor and Adversarial Tactics, Techniques, and ProceduresOctober 2023January 2025Allow1420NoNo
18495080INSTALLATION OF A BOUND PACKAGE ON A SECURITY MODULEOctober 2023November 2025Allow2410NoNo
18494509ADAPTERS FOR RUNTIME APPLICATION SELF-PROTECTIONOctober 2023January 2026Allow2620YesNo
18382365AUTOMATED ACTIONS FOR APPLICATION POLICY VIOLATIONSOctober 2023February 2025Allow1620NoNo
18381518SYSTEMS AND METHODS FOR EMAIL-BASED CARD ACTIVATIONOctober 2023July 2025Allow2120YesNo
18486924DEVICES, METHODS AND SYSTEMS FOR PROVIDING IDENTIFYING INFORMATION OF AN INDIVIDUAL USING QR CODESOctober 2023January 2026Abandon2710NoNo
18479795GROUND TRUTH ESTABLISHMENT AND LABELING TECHNIQUES USING SIGNAL AGGREGATIONOctober 2023September 2025Allow2410YesNo
18478637SECURITY APPLIANCE TO MONITOR NETWORKED COMPUTING ENVIRONMENTSeptember 2023September 2024Allow1110YesNo
18375154ACCESS CONTROL POLICY OPTIMIZATIONSeptember 2023August 2025Allow2310YesNo
18375303VERIFIED ACCESS CONTROL POLICY COMPILATION FOR ACCESS MANAGEMENTSeptember 2023August 2025Allow2310YesNo
18474338COMMUNICATION DEVICE, NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING COMPUTER-READABLE INSTRUCTIONS FOR COMMUNICATION DEVICE, AND METHOD PERFORMED BY COMMUNICATION DEVICESeptember 2023September 2025Allow2410NoNo
18471163Machine Learning Model FingerprintingSeptember 2023January 2025Allow1620YesNo
18282003METHOD, COMMUNICATION DEVICES AND A SERVER FOR CONTROLLING CONTENTSeptember 2023February 2026Allow2920NoNo
18367179METHOD AND SYSTEM FOR PROVIDING TRUST COMPUTINGSeptember 2023May 2024Allow810NoNo
18463616COMMUNICATION REQUIREMENT GENERATION SYSTEM AND COMMUNICATION REQUIREMENT GENERATION METHODSeptember 2023August 2025Allow2310YesNo
18462646SYSTEMS AND METHODS FOR DETECTING MALWARE IN OBFUSCATED SCRIPTSSeptember 2023May 2025Allow2000NoNo
18243056CLOUD DATA PEAK SIGNAL DETECTION AND PRIORITIZATION FOR DATA SECURITY POSTURE MANAGEMENTSeptember 2023March 2024Allow610YesNo
18459126MANAGING ARTIFICIAL INTELLIGENCE MODELS TO IDENTIFY GOALS OF MALICIOUS ATTACKERSAugust 2023July 2025Allow2310NoNo
18239061RECIPIENT CREDENTIALING LEVERAGING PRIVATE KEYS ON KEYSTORES READ BY PROVISIONED DEVICESAugust 2023June 2024Allow1010YesNo
18449272TECHNIQUES FOR CONTAINER REGISTRY CREDENTIALS MANAGEMENTAugust 2023June 2025Allow2300YesNo
18364902APPLICATION FIREWALLAugust 2023October 2024Allow1510YesNo
18228822VEHICLE CONTROL SYSTEM AND METHOD FOR CONTROLLING VEHICLE CONTROL SYSTEMAugust 2023July 2025Allow2310YesNo
18224837INFORMATION PROCESSING APPARATUS AND STORAGE MEDIUMJuly 2023July 2025Allow2410YesNo
18351578SYSTEMS AND METHODS FOR INITIATING AN AUTHENTICATED SESSIONJuly 2023July 2024Allow1220NoNo
18218973MUTABLE ACCESS TOKENSJuly 2023October 2024Allow1520YesNo
18218501ALTERNATIVE DISTRIBUTION AND ACCESSING OF ONE-TIME PASSWORDS (OTPs)July 2023April 2025Allow2210YesNo
18217179GLOBAL CONTROL ACCESS PLATFORMJune 2023July 2025Allow2510YesNo
18213193STRONG FULLY HOMOMORPHIC WHITE-BOX AND METHOD FOR USING SAMEJune 2023June 2024Allow1110YesNo
18209239ELECTRONIC ACCESS CONTROL SYSTEMJune 2023May 2024Allow1110NoNo
18327755Machine Learning Model FingerprintingJune 2023October 2023Allow410YesNo
18314076Managed Lifecycle Roles for Secure Credential VendingMay 2023November 2024Allow1820YesNo
18310988METHODS AND SYSTEMS FOR MULTIPLE CHANNEL AUTHENTICATIONMay 2023July 2024Allow1520YesNo
18308269ELECTRONIC DEVICE COMPRISING FLEXIBLE DISPLAYApril 2023August 2025Allow2820YesNo
18140560SHARING SERVICE ENCRYPTION SYSTEM AND APPARATUS THEREOFApril 2023October 2025Allow2910NoNo
18303108BLOCK-BASED PROTECTION FROM RANSOMWAREApril 2023June 2024Allow1420NoNo
18136471METHOD FOR SAFETY RESPONSES TO SECURITY POLICY VIOLATIONSApril 2023February 2024Allow900YesNo
18302528ANTI-VIRUS CHIP AND ANTI-VIRUS METHODApril 2023April 2024Allow1210NoNo
18193810SYSTEM AND METHOD FOR MANAGEMENT OF INFERENCE MODELS BASED ON TRAINING DATA IMPACT ON MODEL REVERSIONMarch 2023April 2025Allow2400NoNo
18117727PROVISIONING AND INTEGRATING DEVICESMarch 2023December 2023Allow910YesNo
18166893ROLE-BASED ACCESS CONTROL POLICY AUTO GENERATIONFebruary 2023May 2024Allow1620YesNo
18105527MOBILE INFORMATION TERMINAL AND CONTROL METHOD THEREOFFebruary 2023July 2024Allow1820NoNo
18162353DATA SHARING FOR NETWORK CONNECTED SYSTEMSJanuary 2023August 2024Allow1810YesNo
18096105Kernel-Based Monitoring of Container Activity in a Compute EnvironmentJanuary 2023July 2025Allow3020YesNo
18096114Containerized Agent for Monitoring Container Activity in a Compute EnvironmentJanuary 2023July 2025Allow3020NoNo
18150226SYSTEMS AND METHODS FOR ANTI-MALWARE SCANNING USING AUTOMATICALLY-CREATED WHITE LISTSJanuary 2023August 2023Allow710NoNo
18086093COMPUTER-BASED PLATFORMS CONFIGURED FOR AUTOMATED EARLY-STAGE APPLICATION SECURITY MONITORING AND METHODS OF USE THEREOFDecember 2022September 2023Allow910NoNo
18086596COMPUTERIZED TOOLS TO IMPLEMENT A PERSONA BUILDER APPLICATION TO MODIFY ACCESS TO LOGICAL COMPONENTS OF AN ENTERPRISE COMPUTING PLATFORMDecember 2022January 2026Allow3710YesNo
18011872SERVICING DEVICES IN A CONNECTED SYSTEMDecember 2022January 2026Allow3720NoNo
18061864System and Method for Monitoring the Security Configurations of Connected DevicesDecember 2022April 2024Allow1610YesNo
17994458SOFTWARE TYPE AND VERSION IDENTIFICATION FOR SECURITY OPERATIONSNovember 2022January 2024Allow1410YesNo
17925580KEY UPDATE METHOD, NETWORK DEVICE, SYSTEM, AND STORAGE MEDIUMNovember 2022December 2025Allow3710NoNo
17984004Method to Validate Application Programming Interface (API) leveraging Non fungible Token (NFT)November 2022December 2024Allow2500NoNo
17982507RECIPIENT CREDENTIALING LEVERAGING PRIVATE KEYS ON KEYSTORES READ BY PROVISIONED DEVICESNovember 2022April 2023Allow500NoNo
17982433AVIONICS GATEWAY INTERFACE, SYSTEMS AND METHODSNovember 2022August 2024Allow2220YesNo
17982169PRIVACY PRESERVING IDENTITY RESOLUTION VIA PAGE CONTENTNovember 2022February 2025Allow2810YesNo
17937535METHOD AND SYSTEM FOR SECURING DATAOctober 2022April 2024Abandon1920NoNo
17955840TECHNIQUES FOR INCENTIVIZED INTRUSION DETECTION SYSTEMSeptember 2022October 2023Allow1310YesNo
17952786COMPUTER-BASED SYSTEMS INVOLVING ENHANCED ONE-TIME PASSCODE (OTP) MESSAGING AND METHODS OF USE THEREOFSeptember 2022July 2023Allow910NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ZEE, EDWARD.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
7
Examiner Affirmed
7
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
6.2%
Lower than average

What This Means

With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
35
Allowed After Appeal Filing
6
(17.1%)
Not Allowed After Appeal Filing
29
(82.9%)
Filing Benefit Percentile
20.8%
Lower than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 17.1% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner ZEE, EDWARD - Prosecution Strategy Guide

Executive Summary

Examiner ZEE, EDWARD works in Art Unit 2435 and has examined 908 patent applications in our dataset. With an allowance rate of 89.2%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 27 months.

Allowance Patterns

Examiner ZEE, EDWARD's allowance rate of 89.2% places them in the 71% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by ZEE, EDWARD receive 1.67 office actions before reaching final disposition. This places the examiner in the 34% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by ZEE, EDWARD is 27 months. This places the examiner in the 72% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +11.8% benefit to allowance rate for applications examined by ZEE, EDWARD. This interview benefit is in the 47% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 38.7% of applications are subsequently allowed. This success rate is in the 88% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 29.9% of cases where such amendments are filed. This entry rate is in the 43% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 57.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 48% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 80.6% of appeals filed. This is in the 74% percentile among all examiners. Of these withdrawals, 55.2% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 24.5% are granted (fully or in part). This grant rate is in the 13% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 8.4% of allowed cases (in the 91% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 6.7% of allowed cases (in the 84% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.