USPTO Examiner BAYOU YONAS A - Art Unit 2499

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19191981SYSTEMS AND METHODS FOR LINKING AN AUTHENTICATION ACCOUNT TO A DEVICEApril 2025February 2026Allow910NoNo
19188116PROMPT REFINEMENT TO IMPROVE ACCURACY OF OUTPUTS FROM MACHINE LEARNING MODELSApril 2025September 2025Allow410NoNo
19096557DATA PROTECTION ON DISTRIBUTED DATA STORAGE (DDS) PROTECTION NETWORKSMarch 2025September 2025Allow610NoNo
19033077MANAGING SECURITY OF CRYPTOMINING DEVICESJanuary 2025August 2025Allow710YesNo
19019365IDENTIFYING AND ANALYZING ACTIONS FROM VECTOR REPRESENTATIONS OF ALPHANUMERIC CHARACTERS USING A LARGE LANGUAGE MODELJanuary 2025October 2025Allow910NoNo
18954389DYNAMIC SYSTEM RESOURCE-SENSITIVE MODEL SOFTWARE AND HARDWARE SELECTIONNovember 2024March 2025Allow410NoNo
18830573LATENCY-, ACCURACY-, AND PRIVACY-SENSITIVE TUNING OF ARTIFICIAL INTELLIGENCE MODEL SELECTION PARAMETERS AND SYSTEMS AND METHODS OF THE SAMESeptember 2024March 2025Allow610NoNo
18782019IDENTIFYING AND ANALYZING ACTIONS FROM VECTOR REPRESENTATIONS OF ALPHANUMERIC CHARACTERS USING A LARGE LANGUAGE MODELJuly 2024November 2024Allow410NoNo
18771876MAPPING IDENTIFIED GAPS IN CONTROLS TO OPERATIVE STANDARDS USING A GENERATIVE ARTIFICIAL INTELLIGENCE MODELJuly 2024November 2024Allow410NoNo
18767960SECURITY PROTECTION METHOD AND DEVICE BASED ON INDUSTRIAL INTERNETJuly 2024November 2024Allow410NoNo
18759568NETWORK AUTHENTICATION SERVICE SECURITYJune 2024February 2026Allow2000NoNo
18723536SECURE CHANNEL SLEEP WAKE-UP METHOD, APPARATUS AND DEVICEJune 2024January 2026Allow1900NoNo
18751150DATA PROTECTION ON DISTRIBUTED DATA STORAGE (DDS) PROTECTION NETWORKSJune 2024December 2024Allow510NoNo
18748307PROFILING OF SPAWNED PROCESSES IN CONTAINER IMAGES AND ENFORCING SECURITY POLICIES RESPECTIVE THEREOFJune 2024July 2025Allow1310NoNo
18748066METHOD FOR DISTRIBUTING AUTHENTICATABLE SATELLITE DATA BETWEEN ENTITIESJune 2024December 2025Allow1800NoNo
18739776CLOUD ARCHITECTURE FOR ENFORCING MULTI-DIMENSIONAL DATA SECURITY USING SECURITY ASSIGNMENTS BEYOND ROLE-BASED ACCESS CONTROLSJune 2024November 2025Allow1700NoNo
18733736A method and system for verifying user authorization using zero-proof verificationJune 2024February 2026Allow2000NoNo
18714700CODE CONVERSION APPARATUS, CODE CONVERSION METHOD, AND COMPUTER READABLE RECORDING MEDIUMMay 2024November 2025Allow1800NoNo
18666634COMPUTER-IMPLEMENTED SYSTEM AND MEHTODS FOR OFF-CHAIN EXCHANGE OF TRANSACTIONS PERTAINING TO A DISTRIBUTED LEDGERMay 2024September 2025Abandon1610NoNo
18661532DYNAMIC INPUT-SENSITIVE VALIDATION OF MACHINE LEARNING MODEL OUTPUTS AND METHODS AND SYSTEMS OF THE SAMEMay 2024August 2024Allow300NoNo
18661519DYNAMIC, RESOURCE-SENSITIVE MODEL SELECTION AND OUTPUT GENERATION AND METHODS AND SYSTEMS OF THE SAMEMay 2024July 2024Allow300NoNo
18653335Prescriptive Analytics For Access GovernanceMay 2024November 2025Allow1900NoNo
18651127METHOD AND SYSTEM FOR FULLY ENCRYPTED REPOSITORYApril 2024May 2025Allow1210NoNo
18633293DYNAMIC EVALUATION OF LANGUAGE MODEL PROMPTS FOR MODEL SELECTION AND OUTPUT VALIDATION AND METHODS AND SYSTEMS OF THE SAMEApril 2024September 2024Allow510NoNo
18616986SYSTEMS AND METHODS FOR LINKING AN AUTHENTICATION ACCOUNT TO A DEVICEMarch 2024January 2025Allow900NoNo
18609846AUTHENTICATION METHOD, AUTHENTICATION SYSTEM, AND AUTHENTICATION DEVICEMarch 2024January 2025Allow900NoNo
18601742PRIVACY PRESERVING IDENTITY DATA EXCHANGE BASED ON HYBRID ENCRYPTIONMarch 2024December 2024Allow1000NoNo
18597875PLATFORM FOR MANAGEMENT AND TRACKING OF COLLABORATIVE PROJECTSMarch 2024March 2026Allow2410NoNo
18682702METHOD IN A SECURE ELEMENTFebruary 2024February 2026Allow2410NoNo
18436571SYSTEMS AND METHODS FOR DETECTION AND MITIGATION OF MALICIOUS ENCRYPTIONFebruary 2024January 2025Allow1210NoNo
18437239RESOURCE SHARING BETWEEN USERS ACROSS APPLICATIONS IN A UNIFIED SUITEFebruary 2024March 2026Abandon2510NoNo
18425098Storing, Processing and Analyzing Large Volumes of Data in a Storage NetworkJanuary 2024February 2025Allow1310NoNo
18425249TRANSPORT LAYER SECURITY MANAGEMENT USING A MANAGEMENT CONTROLLERJanuary 2024January 2026Allow2310NoNo
18425276SECURE CONNECTIONS AND MUTUAL AUTHENTICATIONS AMONG AN INTERMEDIARY DEVICE, A CLIENT DEVICE, AND A SERVER SYSTEMJanuary 2024December 2025Allow2210YesNo
18424317SECURE STATIC FACSIMILES OF DIGITAL INFORMATION BY AN INFORMATION HANDLING SYSTEMJanuary 2024June 2025Allow1700NoNo
18580638METHOD, CLOUD-SERVICE METHOD, CLOUD SERVER, SELF-SOVEREIGN IDENTITY METHOD FOR PROVIDING A SELF-SOVEREIGN IDENTITY CLOUD SERVICE TO A USERJanuary 2024January 2026Allow2410YesNo
18417519DYNAMICALLY BINDING NETWORK ENDPOINTS VIA KEY DISTRIBUTIONJanuary 2024October 2025Allow2110NoNo
18412012INTERFACE-BASED ACLS IN A LAYER-2 NETWORKJanuary 2024December 2024Allow1110NoNo
18390384LAYER-2 NETWORKING USING ACCESS CONTROL LISTS IN A VIRTUALIZED CLOUD ENVIRONMENTDecember 2023December 2024Allow1210NoNo
18524464Methods and Systems for Authorizing a Client Device to a ServiceNovember 2023September 2025Allow2210NoNo
18522786Systems and methods for continuous fingerprinting to detect session hijacking inside zero trust private networksNovember 2023October 2025Allow2330NoNo
18563713ACCESS CONTROL METHOD, DEVICE, APPARATUS AND READABLE STORAGE MEDIUMNovember 2023October 2024Allow1110NoNo
18490997Systems and Methods for Centrally Managing and Routing Multiple CredentialsOctober 2023September 2024Allow1110NoNo
18490726BI-DIRECTIONAL FEDERATION LINK FOR SEAMLESS CROSS-IDENTITY SSOOctober 2023August 2024Allow1010NoNo
18482252METHODS AND APPARATUS TO AUTHENTICATE COMPUTING DEVICESOctober 2023December 2025Allow2620NoNo
18375976Machine Learning-Based URL Categorization System With Selection Between More and Less Specific Category LabelsOctober 2023February 2024Allow510YesNo
18375836SYSTEMS AND METHODS OF AUTHENTICATING ITEMSOctober 2023September 2024Allow1210NoNo
18465418MONITORING INFORMATION-SECURITY COVERAGE TO IDENTIFY AN EXPLOITABLE WEAKNESS IN THE INFORMATION-SECURING COVERAGESeptember 2023July 2024Allow1010NoNo
18243535SYSTEMS AND METHODS FOR INTERCONNECTING DIRECTORIESSeptember 2023February 2026Allow3020NoNo
18458860SYSTEMS AND METHODS OF DETECTING MALICIOUS POWERSHELL SCRIPTSAugust 2023August 2024Allow1210NoNo
18239642CREDENTIAL ENTRY AND MANAGEMENTAugust 2023July 2024Allow1010NoNo
18456651COMMAND TO PROVIDE KEY MANAGER STATUSAugust 2023November 2025Allow2710YesNo
18455370GENERATING AND UTILIZING DIGITAL VISUAL CODES TO GRANT PRIVILEGES VIA A NETWORKING SYSTEMAugust 2023July 2024Allow1110NoNo
18452848CONTROLLING ACCESS TO NETWORK RESOURCES USING ADAPTIVE ALLOW LISTSAugust 2023January 2026Allow2920YesNo
18450178CRYPTOGRAPHIC ALGORITHM IDENTITY (CAI) CERTIFICATE SELECTION SYSTEM AND METHODAugust 2023November 2025Allow2710YesNo
18233478Single Sign-On Solution Using BlockchainAugust 2023May 2024Allow910NoNo
18264684PRIVACY PRESERVING IDENTITY DATA EXCHANGE BASED ON HYBRID ENCRYPTIONAugust 2023December 2023Allow400NoNo
18231084CONFIDENTIAL AUTHENTICATION AND PROVISIONINGAugust 2023October 2024Allow1520YesNo
18363428DECENTRALIZED APPLICATION AUTHENTICATIONAugust 2023January 2025Allow1820NoNo
18363447DECENTRALIZED DATA AUTHENTICATIONAugust 2023February 2025Allow1820NoNo
18357196PREVENTING ACCESS OF REMOVED USERS TO MESSAGES SHARED IN A GROUP CHATJuly 2023August 2025Allow2510YesNo
18357800SELF-SUPERVISED MULTI-AGENT COOPERATION FRAMEWORKJuly 2023November 2025Allow2810YesNo
18261920REMOTE AUTHORIZATION CONTROL SYSTEM, RESOURCE ACCESS APPARATUS, AUTHENTICATION APPARATUS, REMOTE AUTHORIZATION CONTROL METHOD AND PROGRAMJuly 2023January 2026Allow3020NoNo
18222623ZERO-KNOWLEDGE PROOFS FOR LOGINJuly 2023May 2024Allow1020YesNo
18223005NON-HACKABLE DIGITAL IDENTITYJuly 2023September 2025Abandon2601NoNo
18216549MANAGING ACCESS TO DATAJune 2023October 2024Allow1620YesNo
18340997SYSTEMS AND METHODS FOR VALIDATING THE AUTHENTICITY OF DEVICES USED IN INFORMATION HANDLING SYSTEMSJune 2023September 2025Allow2710NoNo
18259305IDENTITY AUTHENTICATION METHOD, AUTHENTICATION ACCESS CONTROLLER, REQUESTING DEVICE, STORAGE MEDIUM, PROGRAM, AND PROGRAM PRODUCTJune 2023September 2025Allow2710NoNo
18208577CONDITIONAL ACCESS CONTROL POLICY FINDING GENERATIONJune 2023March 2025Allow2100NoNo
18330691METHOD AND SYSTEM FOR KEY AGREEMENT UTILIZING SEMIGROUPSJune 2023December 2023Allow700NoNo
18207117METHODS, SYSTEMS, AND COMPUTER READABLE MEDIA FOR AUTOMATICALLY BINDING A SERVICE-BASED INTERFACE (SBI) COMMUNICATIONS DIGITAL CERTIFICATE LIFECYCLE TO A NETWORK FUNCTION (NF) LIFECYCLEJune 2023January 2026Allow3220NoNo
18204738ENTITY AUTHENTICATION FOR PRE-AUTHENTICATED LINKSJune 2023April 2024Allow1110NoNo
18325471COLLECTIVE INTELLIGENCE IMMUNITY CYBER DETECTION AND PROTECTIONMay 2023September 2025Allow2710YesNo
18245944IC CHIP WITH AUTO-IDENTIFICATIONMay 2023June 2025Allow2710NoNo
18299702BI-DIRECTIONAL FEDERATION LINK FOR SEAMLESS CROSS-IDENTITY SSOApril 2023July 2023Allow300NoNo
18299180Systems and Methods for Centrally Managing and Routing Multiple CredentialsApril 2023July 2023Allow300NoNo
18133419CENTRALIZED SECURE DISTRIBUTION OF MESSAGES AND DEVICE UPDATESApril 2023February 2024Allow1110NoNo
18296648PROFILING OF SPAWNED PROCESSES IN CONTAINER IMAGES AND ENFORCING SECURITY POLICIES RESPECTIVE THEREOFApril 2023March 2024Allow1110NoNo
18130620INTER-DOMAIN ACCESS USING IDENTITY PROVIDERApril 2023July 2025Allow2810YesNo
18189936SYSTEMS AND METHODS FOR GENERATING SHELL-WRAPPED SELF-EXECUTING PROGRAMS FOR CONDUCTING CRYPTOGRAPHICALLY SECURE ACTIONSMarch 2023December 2023Allow810NoNo
18174713Systems And Methods For Encrypted Content ManagementFebruary 2023January 2024Allow1110NoNo
18107247CYBER THREAT INFORMATION PROCESSING APPARATUS, CYBER THREAT INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM STORING CYBER THREAT INFORMATION PROCESSING PROGRAMFebruary 2023July 2025Allow2910NoNo
18106891SECURITY TELEMETRY FROM NON-ENTERPRISE PROVIDERS TO SHUTDOWN COMPROMISED SOFTWARE DEFINED WIDE AREA NETWORK SITESFebruary 2023October 2025Allow3220YesNo
18101965SYSTEMS AND METHODS OF AUTHENTICATING ITEMSJanuary 2023July 2023Allow500NoNo
18101978SYSTEMS AND METHODS FOR LINKING AN AUTHENTICATION ACCOUNT TO A DEVICEJanuary 2023December 2023Allow1020YesNo
18016877SYSTEM AND METHOD FOR DETECTING VULNERABILITY OF INTERNET OF THINGS IN POWER SYSTEMS (IOTIPS) PROTOCOL BASED ON FUZZ TESTINGJanuary 2023July 2025Allow3010NoNo
18150904SYSTEM AND METHOD FOR THREAT MANAGEMENT IN DISTRIBUTED SYSTEMSJanuary 2023May 2025Allow2810NoNo
18151158AUTHENTICATING WORK ORDER REQUESTS IN A MULTIPLE NODE ENVIRONMENTJanuary 2023April 2025Allow2710NoNo
18148638COMBINED PROTECTION OF SYMMETRIC-KEY PRIMITIVES AGAINST SIDE-CHANNEL AND FAULT ATTACKSDecember 2022January 2026Abandon3620NoNo
18067524TECHNIQUES FOR ENROLLING A DEVICE OR SERVICE USING A PROXIMITY CHANNEL AND A CLOUD CHANNELDecember 2022April 2025Allow2810YesNo
18076899APPARATUS AND METHOD FOR DETECTING ERRORS DURING DATA ENCRYPTIONDecember 2022May 2025Allow2911NoNo
18063052SYSTEMS AND METHODS FOR GENERATING SHELL-WRAPPED SELF-EXECUTING PROGRAMS FOR CONDUCTING CRYPTOGRAPHICALLY SECURE ACTIONSDecember 2022March 2023Allow300NoNo
18074070MONITORING INFORMATION-SECURITY COVERAGE TO IDENTIFY AN EXPLOITABLE WEAKNESS IN THE INFORMATION-SECURING COVERAGEDecember 2022August 2023Allow910NoNo
18058821DYNAMIC DATABASE REDACTION USING PROTECTED SECRET MATERIALNovember 2022March 2025Allow2810YesNo
17991318DETECTING VULNERABLE ENCRYPTION KEYS IN NETWORK COMMUNICATION SYSTEMSNovember 2022September 2023Allow1010NoNo
17991119SYSTEMS AND METHODS FOR IMPLEMENTING A MACHINE LEARNING APPROACH TO MODELING ENTITY BEHAVIORNovember 2022November 2023Allow1210NoNo
17986919Method of and system for providing access to access restricted content to a userNovember 2022January 2024Abandon1410NoNo
17982257SYSTEMS AND METHODS FOR DETECTION AND MITIGATION OF MALICIOUS ENCRYPTIONNovember 2022November 2023Allow1210NoNo
18051240METHODS AND SYSTEMS FOR DATA TRAFFIC BASED ADAPTIVE SECURITYOctober 2022August 2023Allow910NoNo
18046563IDENTITY CHECKING METHOD USING USER TERMINALSOctober 2022May 2025Allow3120NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner BAYOU, YONAS A.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
4
Examiner Affirmed
3
(75.0%)
Examiner Reversed
1
(25.0%)
Reversal Percentile
39.5%
Lower than average

What This Means

With a 25.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
17
Allowed After Appeal Filing
5
(29.4%)
Not Allowed After Appeal Filing
12
(70.6%)
Filing Benefit Percentile
44.2%
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, 29.4% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

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 BAYOU, YONAS A - Prosecution Strategy Guide

Executive Summary

Examiner BAYOU, YONAS A works in Art Unit 2499 and has examined 206 patent applications in our dataset. With an allowance rate of 92.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 29 months.

Allowance Patterns

Examiner BAYOU, YONAS A's allowance rate of 92.7% places them in the 79% 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 BAYOU, YONAS A receive 1.70 office actions before reaching final disposition. This places the examiner in the 35% 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 BAYOU, YONAS A is 29 months. This places the examiner in the 64% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +4.3% benefit to allowance rate for applications examined by BAYOU, YONAS A. This interview benefit is in the 28% 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, 33.3% of applications are subsequently allowed. This success rate is in the 72% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 52.0% of cases where such amendments are filed. This entry rate is in the 78% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 44.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 40% 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 73.3% of appeals filed. This is in the 62% percentile among all examiners. Of these withdrawals, 45.5% 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, 78.3% are granted (fully or in part). This grant rate is in the 83% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 2.4% of allowed cases (in the 77% 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 0.0% of allowed cases (in the 23% 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:

  • Consider after-final amendments: This examiner frequently enters after-final amendments. If you can clearly overcome rejections with claim amendments, file an after-final amendment before resorting to an RCE.
  • 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.