USPTO Examiner CHOY KA SHAN - Art Unit 2435

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19300607METHODS AND SYSTEMS FOR DOMAIN-SPECIFIC INTERVIEW SIMULATIONSAugust 2025November 2025Allow300NoNo
19217385TECHNIQUES FOR ACTIVE INSPECTION DETECTION OF EFFECTIVE NETWORK EXPOSURE THROUGH A CLOUD-NATIVE PROXY APPLIANCEMay 2025July 2025Allow200YesNo
19217405SYSTEM AND METHOD FOR APPLYING CYBERSECURITY CONTROLS ON CLOUD NATIVE ROUTING SERVICESMay 2025July 2025Allow200YesNo
19118772TRAINING A SUPERVISED MACHINE LEARNING MODEL FOR ANOMALY DETECTIONApril 2025June 2025Allow200YesNo
19035283NETWORK DATA DECODING AND ENCODINGJanuary 2025April 2025Allow300YesNo
18901013DATA PROTECTION COMPONENT SCALING IN A CLOUD-BASED DATA STORAGE SYSTEMSeptember 2024February 2026Allow1600YesNo
18890756METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO PRIVATIZE CONSUMER DATASeptember 2024February 2026Allow1700YesNo
18883288USING CACHED NETWORK DATA ON A DEVICE TO DISCOVER UNSCANNABLE DEVICESSeptember 2024January 2026Allow1600NoNo
18809750METHOD AND SYSTEM FOR A SECURE MULTILEVEL NESTED BLOCKCHAIN DATA STORAGEAugust 2024December 2024Allow410YesNo
18795481DATABASE PROCESSING METHOD, APPARATUS, DEVICE, AND MEDIUMAugust 2024December 2025Allow1600NoNo
18779064RAPID PREDICTIVE ANALYSIS OF VERY LARGE DATA SETS USING THE DISTRIBUTED COMPUTATIONAL GRAPHJuly 2024October 2024Allow310YesNo
18775026DYNAMIC ADJUSTMENT OF NETWORK SCANNER RESPONSE TIMEOUT BASED ON NETWORK LATENCY MEASUREMENTSJuly 2024January 2026Allow1800YesNo
18769716SYSTEMS AND METHODS FOR AUTOMATED FILTER RECOMMENDATION FOR SIGMA RULESJuly 2024November 2025Allow1600YesNo
18746555AUTHENTICATION AND ENFORCEMENT OF DIFFERENTIATED POLICIES FOR A BRIDGE MODE VIRTUAL MACHINE BEHIND A WIRELESS HOST IN A MAC BASED AUTHENTICATION NETWORKJune 2024November 2025Allow1700YesNo
18665656SYSTEM AND METHOD OF CREATING CHAIN-ASSISTED DIGITAL SIGNATUREMay 2024October 2024Allow510YesNo
18660398METHOD AND APPARATUS FOR NETWORK INTRUSION DETECTION USING A LATENCY-BASED TEMPORAL GRAPH EMBEDDINGMay 2024November 2025Allow1800NoNo
18654972LOCAL/HYBRID BLOCKCHAIN FOR OIL AND GAS OPERATIONS INTEGRITYMay 2024October 2025Allow1700YesNo
18652835SYSTEM, METHOD, AND DATA DIODE FOR SELECTIVE UNIDIRECTIONAL DATA TRANSFERMay 2024February 2026Allow2210NoNo
18642690SCRIPTING ATTACK DETECTION AND MITIGATION USING CONTENT SECURITY POLICY VIOLATION REPORTSApril 2024February 2026Allow2210YesNo
18636633LEVERAGING GLOBAL EXPLANATIONS ON A RESTRICTED EDGE ENVIRONMENTApril 2024March 2026Allow2310YesNo
18629065SYSTEMS AND METHODS FOR INCREASED SECURITY USING CLIENT ADDRESS MANIPULATIONApril 2024February 2026Allow2210NoNo
18620714ADAPTIVE NETWORK SECURITY USING ZERO TRUST MICROSEGMENTATIONMarch 2024October 2024Allow710YesNo
18614894COMPUTER SECURITY SYSTEM WITH REMOTE BROWSER ISOLATION USING FORWARD PROXYINGMarch 2024February 2026Allow2210YesNo
18609582Zero trust architecture with browser-supported security posture data collectionMarch 2024January 2026Allow2210NoNo
18692549METHOD AND DEVICE FOR PROCESSING A NETWORK DATA STREAMMarch 2024February 2026Allow2310YesNo
18601507SYSTEMS AND METHODS OF GENERATING AUTOMATIC SUGGESTIONS TO CHANGE INFRASTRUCTURE AS CODE TO REMEDIATE CLOUD SECURITY ISSUESMarch 2024September 2025Allow1800NoNo
18595262SECURE COMMUNICATION IN MOBILE DIGITAL PAGESMarch 2024June 2025Allow1600YesNo
18591004Supply chain attack detectionFebruary 2024May 2025Allow1420NoNo
18589504METHOD FOR REGISTERING DIGITAL KEYS OF A VEHICLE IN A VIRTUAL WALLET, AND ASSOCIATED DEVICESFebruary 2024December 2025Allow2110YesNo
18582519SYSTEM FOR AUTOMATED CAPTURE AND ANALYSIS OF BUSINESS INFORMATION FOR SECURITY AND CLIENT-FACING INFRASTRUCTURE RELIABILITYFebruary 2024March 2025Allow1300YesNo
18582253HARDWARE SECURITY CHECKS IN STATIC VERIFICATION OF INTEGRATED CIRCUIT DESIGNSFebruary 2024July 2025Allow1700NoNo
18425713IDENTITY PROXY AND ACCESS GATEWAYJanuary 2024February 2025Allow1310NoNo
18420212SYSTEM-ON-CHIP CAPABLE OF CHANGING SIGNATURE VERIFICATION ALGORITHM AND OPERATING METHOD OF SYSTEM-ON-CHIPJanuary 2024July 2025Allow1800NoNo
18418872METHOD AND DEVICE FOR ANOMALY DETECTION USING N-GRAM SUBJECT TUPLESJanuary 2024November 2025Allow2210NoNo
18416669LARGE LANGUAGE MODEL (LLM) POWERED DETECTION REASONING SOLUTIONJanuary 2024January 2026Allow2410YesNo
18397548SERVER AND METHOD FOR STORING AND MANAGING ONLINE THREAT DATADecember 2023January 2026Allow2510NoNo
18525672METHOD, PRODUCT, AND SYSTEM FOR AUTOMATICALLY ISOLATING MALICIOUS SECURITY ALERTS FROM BENIGN ALERTS USING AN ENSEMBLE MODEL OF PATTERN RECOGNITION TECHNIQUESNovember 2023March 2026Allow2720YesNo
18509137RISK ANALYSIS USING RISK DEFINITION RELATIONSHIPSNovember 2023April 2025Allow1720YesNo
18508315SYSTEMS AND METHODS FOR LOAD-BALANCED CHAINCODE EXECUTION AND VERIFICATION IN A BLOCKCHAIN NETWORKNovember 2023June 2025Allow1900YesNo
18505256ACCESS CONTROLLING NETWORK ARCHITECTURES UTILIZING NOVEL CELLULAR SIGNALED ACCESS CONTROL AND MACHINE-LEARNING TECHNIQUES TO IDENTIFY WHEN AUTOMATED PROGRAMMABLE ENTITIES (SUCH AS ROBOTS/BOTS) MIMIC HUMANS AND METHODS FOR USE THEREOFNovember 2023May 2025Allow1810YesNo
18387698Privacy Preserving Data LabelingNovember 2023February 2025Allow1510NoNo
18387375SYSTEM AND METHOD FOR PROVIDING SECURITY TO IN-VEHICLE NETWORKNovember 2023February 2025Allow1510NoNo
18501977DETECTING AND MITIGATING FORGED AUTHENTICATION ATTACKS WITHIN A DOMAINNovember 2023January 2024Allow300YesNo
18498122APPARATUSES AND METHODS FOR FACILITATING VULNERABILITY REMEDIATIONS AND SOLUTIONS VIA ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGOctober 2023September 2025Allow2210YesNo
18380016Efficient Threat Context-Aware Packet Filtering for Network ProtectionOctober 2023September 2024Allow1100NoNo
18485958METHOD AND SYSTEM FOR AUTHENTICATION CREDENTIALOctober 2023January 2025Allow1610NoNo
18484392CONFIGURING IoT DEVICES FOR POLICY ENFORCEMENTOctober 2023July 2025Allow2100YesNo
18233055FRAMEWORK FOR PRIVACY-PRESERVING BIG-DATA SHARING USING DISTRIBUTED LEDGERAugust 2023February 2025Allow1811NoNo
18363151PERMISSIBLE CODE ANALYSISAugust 2023September 2024Allow1400YesNo
18225671SCRIPTING ATTACK DETECTION AND MITIGATION USING CONTENT SECURITY POLICY VIOLATION REPORTSJuly 2023January 2024Allow610NoNo
18357338SYSTEM AND METHOD FOR PREVENTION OF LATERAL PROPAGATION OF RANSOMWARE USING ARP CONTROL ON NETWORK SWITCHES TO CREATE POINT-TO-POINT LINKS BETWEEN ENDPOINTSJuly 2023February 2024Allow710NoNo
18354266METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO PRIVATIZE CONSUMER DATAJuly 2023June 2024Allow1100YesNo
18352490METHODS AND APPARATUS FOR MONITORING NETWORK EVENTS FOR INTRUSION DETECTIONJuly 2023September 2024Allow1410YesNo
18343402ADAPTIVE NETWORK SECURITY USING ZERO TRUST MICROSEGMENTATIONJune 2023September 2025Allow2710YesNo
18214326Zero trust architecture with browser-supported security posture data collectionJune 2023September 2023Allow300YesNo
18213492INTRUSION DETECTION DEVICE, INTRUSION DETECTION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUMJune 2023May 2025Allow2300YesNo
18211439TWO-TIER CYBERSECURITY METHODJune 2023March 2024Allow930YesNo
18209207Identifying Conflicts In User AuthenticationJune 2023March 2025Allow2100YesNo
18201267SECURE LEDGER ASSURANCE TOKENIZATIONMay 2023September 2024Allow1610YesNo
18141224DATA PROTECTION COMPONENT SCALING IN A CLOUD-BASED DATA STORAGE SYSTEMApril 2023August 2024Allow1610YesNo
18308225SYSTEM AND METHOD FOR SECURITY MANAGEMENT IN DISTRIBUTED SYSTEMSApril 2023April 2025Allow2410NoNo
18139192COMPUTER SECURITY SYSTEM WITH REMOTE BROWSER ISOLATION USING FORWARD PROXYINGApril 2023November 2023Allow710YesNo
18306380IC CARD, PORTABLE ELECTRONIC DEVICE, AND ISSUING DEVICEApril 2023September 2025Allow2911YesNo
18130204SYSTEM AND METHOD FOR ELECTRONIC IDENTITY AND ACCESS MANAGEMENTApril 2023May 2025Allow2610NoNo
18029068METHOD AND SYSTEM FOR AUTHENTICATION CREDENTIALMarch 2023July 2023Allow300NoNo
18246757Methods for configuring a user apparatus, negotiating with a network entity, and managing a connection, and associated devicesMarch 2023June 2025Allow2610YesNo
18183687SYSTEM-LEVEL SERVICE DISCOVERY IN A MULTI-BASEBOARD MANAGEMENT CONTROLLER (BMC) ENVIRONMENTMarch 2023April 2025Allow2510YesNo
18178177DETECTION AND PREVENTION OF HOSTILE NETWORK TRAFFIC FLOW APPROPRIATION AND VALIDATION OF FIRMWARE UPDATESMarch 2023August 2024Allow1710NoNo
18174001METHOD AND SYSTEM FOR MONITORING HEALTH AND SECURITY OF DATA CENTER COMPONENTS VIA BI-DIRECTIONAL PROXYFebruary 2023January 2025Allow2300NoNo
18169921SYSTEMS AND METHODS FOR DYNAMIC ACCESS AND MOBILITY POLICY REFRESH IN WIRELESS NETWORKSFebruary 2023January 2025Allow2310NoNo
18020922MULTI-LEVEL CYBERSECURITY RISK ASSESSMENT AND MITIGATION SYSTEMFebruary 2023May 2025Allow2710YesNo
18107920APPLICATION OF SECURITY PARAMETERS FOR CONTENTFebruary 2023July 2024Allow1810NoNo
18107107MIRRORING TRAFFIC IN A SERVICE MESH TO DETECT AND BLOCK OFFENDING MICROSERVICESFebruary 2023January 2025Allow2300NoNo
18163329METHOD FOR GENERATING, SHARING AND ENFORCING NETWORK PROFILES FOR IoT DEVICESFebruary 2023March 2024Allow1300YesNo
18006850SECURE DATA EXCHANGEJanuary 2023May 2025Allow2811YesNo
18154323MANAGEMENT OF COMMUNICATIONS DURING THE ORCHESTRATION OF WORKSPACES BY MULTIPLE REMOTE ORCHESTRATORSJanuary 2023January 2025Allow2410NoNo
18084366Efficient Threat Context-Aware Packet Filtering for Network ProtectionDecember 2022July 2023Allow700YesNo
18068352ACCESS CONTROLLING NETWORK ARCHITECTURES UTILIZING NOVEL CELLULAR SIGNALED ACCESS CONTROL AND MACHINE-LEARNING TECHNIQUES TO IDENTIFY, RANK, MODIFY, AND/OR CONTROL VISUAL SCHEMAS OF AUTOMATED PROGRAMMABLE ENTITIES (SUCH AS ROBOTS/BOTS) AND METHODS FOR USE THEREOFDecember 2022July 2023Allow700YesNo
18083543METHOD AND APPARATUS FOR USING A KERNEL MODULE TO PROVIDE COMPUTER SECURITYDecember 2022August 2024Allow2010YesNo
18063472MAPPING OF TENANT-SPECIFIC DATABASE SESSIONS TO WORKLOAD CLASSESDecember 2022April 2025Allow2820YesNo
18076887METHOD AND APPARATUS FOR GENERATING A DYNAMIC SECURITY CERTIFICATEDecember 2022October 2023Allow1000YesNo
18056840METHODS AND APPARATUS FOR MONITORING NETWORK EVENTS FOR INTRUSION DETECTIONNovember 2022February 2023Allow300NoNo
18055773SYSTEMS AND METHODS FOR MULTIVARIATE ANOMALY DETECTION IN SOFTWARE MONITORINGNovember 2022November 2023Allow1210NoNo
18046147INSECURE SOFTWARE DETECTION APPARATUS AND DETECTION METHOD, AND STORAGE MEDIUMOctober 2022January 2025Allow2710NoNo
17962991SECURE COMMUNICATION IN MOBILE DIGITAL PAGESOctober 2022October 2023Allow1310NoNo
17958625SYSTEMS AND METHODS FOR ANALYZING CYBERSECURITY EVENTSOctober 2022January 2024Allow1610NoNo
17954262PERMISSION CONTROL VIA DATA REDUNDANCY IN DETERMINISTIC STREAMING SYSTEMSeptember 2022September 2024Allow2400NoNo
17947959DECENTRALIZED ROOT STORESeptember 2022October 2024Allow2510NoNo
17945543METHODS AND SYSTEMS FOR MANAGING USER DATA PRIVACYSeptember 2022December 2024Allow2701YesNo
17941515KEY UPDATE MANAGEMENT SYSTEM AND KEY UPDATE MANAGEMENT METHODSeptember 2022May 2025Abandon3210NoNo
17939262RESOURCE-EFFICIENT VERIFICATION OF MESSAGES IN A SERVICE-ORIENTED COMMUNICATION SYSTEMSeptember 2022August 2024Allow2310NoNo
17903264PERMISSIBLE CODE ANALYSISSeptember 2022March 2023Allow600YesNo
17903017CYBERSECURITY SYSTEM TO MANAGE SECURITY OF A COMPUTING ENVIRONMENT (CE)September 2022October 2024Allow2610YesNo
17822397NETWORK MANAGEMENT FOR VEHICLE OPERATING SYSTEMSAugust 2022September 2024Allow2510YesNo
17642095WIRELESS COMMUNICATION METHOD BETWEEN A CLIENT OBJECT AND A SERVER OBJECTAugust 2022August 2024Allow2910YesNo
17887400CONFIGURING IoT DEVICES FOR POLICY ENFORCEMENTAugust 2022July 2023Allow1110YesNo
17866663METHOD AND SYSTEM FOR HANDLING DYNAMIC CYBERSECURITY POSTURE OF A V2X ENTITYJuly 2022January 2024Allow1720YesNo
17867355IDENTITY PROXY AND ACCESS GATEWAYJuly 2022September 2023Allow1410YesNo
17866208Efficient Threat Context-Aware Packet Filtering For Network ProtectionJuly 2022September 2022Allow200YesNo
17863339SECURE LOW-LATENCY TRAPDOOR PROXYJuly 2022May 2023Allow1000YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHOY, KA SHAN.

Strategic Value of Filing an Appeal

Total Appeal Filings
2
Allowed After Appeal Filing
0
(0.0%)
Not Allowed After Appeal Filing
2
(100.0%)
Filing Benefit Percentile
3.6%
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, 0.0% 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

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

Examiner CHOY, KA SHAN - Prosecution Strategy Guide

Executive Summary

Examiner CHOY, KA SHAN works in Art Unit 2435 and has examined 228 patent applications in our dataset. With an allowance rate of 94.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 27 months.

Allowance Patterns

Examiner CHOY, KA SHAN's allowance rate of 94.7% places them in the 83% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by CHOY, KA SHAN receive 1.22 office actions before reaching final disposition. This places the examiner in the 15% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by CHOY, KA SHAN 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 +6.2% benefit to allowance rate for applications examined by CHOY, KA SHAN. This interview benefit is in the 33% 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, 39.8% of applications are subsequently allowed. This success rate is in the 90% 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 31.1% of cases where such amendments are filed. This entry rate is in the 45% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 7% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 90% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 26.7% are granted (fully or in part). This grant rate is in the 14% 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 0.0% of allowed cases (in the 14% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 17% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.

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.
  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.

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.