USPTO Examiner ABEDIN SHANTO - Art Unit 2494

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19287737CONTROLLING ACCESS TO CRYPTOGRAPHIC RESOURCES USING DOUBLE ENCRYPTIONJuly 2025October 2025Allow200NoNo
19270295Distributed Adversarial Attack DetectionJuly 2025November 2025Allow410NoNo
18920106METHOD AND APPARATUS TO DYNAMICALLY CONTROL FACIAL ILLUMINATIONOctober 2024January 2026Allow1500YesNo
18901840SYSTEM AND METHOD OF INTEGRATED UNIQUE IDENTITY MANAGEMENTSeptember 2024January 2026Allow1600YesNo
18820323ARTIFICIAL INTELLIGENCE (AI)-BASED SYSTEM FOR DETECTING MALWARE IN ENDPOINT DEVICES USING A MULTI-SOURCE DATA FUSION AND METHOD THEREOFAugust 2024January 2026Allow1600NoNo
18765759HARDWARE-BASED CONTROL OF PERIPHERAL DEVICESJuly 2024March 2026Allow2010NoNo
18766355OPERATIONS AND MAINTENANCE TECHNIQUES SUBSYSTEM FOR SECURE CLASSIFIED REMOTE ACCESS AS A SERVICEJuly 2024March 2025Allow800YesNo
18762260DYNAMIC ACCESS CONTROL TO ELECTRONIC PATIENT RECORDSJuly 2024January 2026Allow1900YesNo
18756258SECURITY-ENHANCED STORAGE DEVICEJune 2024October 2025Allow1500YesNo
18664372METHODS FOR CONTROLLING ACCESS TO DECENTRALIZED NETWORK RESOURCES AND DEVICES THEREOFMay 2024October 2025Allow1700NoNo
18658745METHOD AND APPARATUS FOR CREATION AND USE OF DIGITAL IDENTIFICATIONMay 2024August 2025Allow1510YesNo
18657686IDENTITY AUTHENTICATION USING MOBILE CARRIER ACCOUNT INFORMATION AND CREDIT BUREAU INFORMATIONMay 2024January 2025Allow900YesNo
18636243RESOURCE TRANSFER SETUP AND VERIFICATIONApril 2024April 2025Allow1210NoNo
18629204UPDATING A MACHINE LEARNING FRAUD MODEL BASED ON THIRD PARTY TRANSACTION INFORMATIONApril 2024March 2025Allow1110NoNo
18629085METHODS AND SYSTEMS FOR ENHANCING THE DETECTION OF SYNTHETIC SPEECHApril 2024November 2024Allow810NoNo
18627421METHOD AND APPARATUS FOR CREATING ENCODED DATA AND USE OF SAME FOR IDENTITY VERIFICATIONApril 2024January 2026Allow2210YesNo
18625985Systems and Methods Enabling the Quantumization of Data Articles into Quantum Data Parcels via a Data Parcel Exchange Platform and the Modification of Quantum Data Parcel Initial Internal Exchange Values upon being Received by Disparate Receivers from an Initial ControllerApril 2024September 2025Allow1800NoNo
18691219ADAPTIVE RECOVERY FOR DIGITAL IDENTITY PLATFORMMarch 2024January 2026Allow2210YesNo
18596498SYSTEM AND METHOD FOR VERIFYING UNIQUE USER IDENTIFICATIONMarch 2024August 2025Allow1720NoNo
18594136ELECTRONIC DEVICE THAT PERFORMS USER AUTHENTICATION USING HOMOMORPHIC ENCRYPTION AND CONTROL METHOD THEREOFMarch 2024July 2025Allow1700NoNo
18584996THREAT MITIGATION SYSTEM AND METHODFebruary 2024September 2025Allow1930NoNo
18437676Neural Network Parameter Deployment Method, AI Integrated Chip, and Related Apparatus ThereofFebruary 2024December 2025Allow2210NoNo
18291298INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND COMPUTER-READABLE STORAGE MEDIUMJanuary 2024December 2025Allow2310YesNo
18419037DETECTION AND SURVIVAL METHOD AGAINST ADVERSARIAL ATTACKS ON AUTOMATED SYSTEMSJanuary 2024February 2026Allow2501NoNo
18412365FACIAL RECOGNITION AUTHENTICATION SYSTEM AND METHODJanuary 2024July 2025Allow1810YesNo
18412206AUDITABLE MASTER SECRETS AND KEY VAULTJanuary 2024October 2025Allow2100YesNo
18401953Method, System, and Computer Program Product for Preventing Transmission of Malicious DataJanuary 2024October 2024Allow900YesNo
18575457ENCODED ANIMATED IMAGES AND METHODS OF GENERATING, DISPLAYING, AND READING ENCODED ANIMATED IMAGES, IN PARTICULAR FOR AUTHORIZING OPERATIONS ON ONLINE SERVICESDecember 2023January 2026Allow2510NoNo
18540308DYNAMIC COMMAND EXTENSION FOR A MEMORY SUB-SYSTEMDecember 2023February 2025Allow1410YesNo
18528308METHOD OF OPERATING A MEMORY CONTROLLER, A MEMORY CONTROLLER AND A MEMORY SYSTEMDecember 2023October 2025Allow2200YesNo
18515970VULNERABILITY PROFILING BASED ON TIME SERIES ANALYSIS OF DATA STREAMSNovember 2023August 2025Allow2110NoNo
18387600METHOD AND SYSTEM FOR DIGITAL HEALTH DATA ENCRYPTIONNovember 2023October 2024Allow1100YesNo
18497683INTEGRATION OF A BLOCK CHAIN, MANAGING GROUP AUTHORITY AND ACCESS IN AN ENTERPRISE ENVIRONMENTOctober 2023September 2024Allow1100YesNo
18487961ASSIGNING IDENTIFIERS TO USER SESSIONS TO MANAGE SECURITY RISK WHEN MONITORING ACCESS OF A CLIENT DEVICE TO SERVICESOctober 2023January 2026Abandon2710NoNo
18471814ELECTRONIC DEVICE FOR CONTROLLING ACCESS TO DEVICE RESOURCE AND OPERATION METHOD THEREOFSeptember 2023November 2025Allow2610YesNo
18466447Aggregating Certificate Authority Certificates For Authenticating Network Entities Located In Different Trust ZonesSeptember 2023May 2025Allow2000NoNo
18454801SINGLE SIGN-ON (SSO) AUTHENTICATION SYSTEM FOR ENABLING DIGITAL COMMUNICATION BETWEEN MULTIPLE ENTITIESAugust 2023October 2025Allow2610YesNo
18453108Mitigating Row Hammer Attacks Through Memory Address EncryptionAugust 2023January 2026Allow2910YesNo
18233241METHOD AND APPARATUS FOR USER VERIFICATIONAugust 2023August 2024Allow1200YesNo
18352951SYSTEMS AND METHODS FOR SELECTIVELY SCRAMBLING DATAJuly 2023September 2024Allow1400YesNo
18349830Key Version Management in Storage DevicesJuly 2023April 2025Allow2100NoNo
18343776PRIVACY-PRESERVING MOTION ANALYSISJune 2023March 2025Allow2010NoNo
18342969SECURE ELEMENT AND ELECTRONIC DEVICE INCLUDING THE SAMEJune 2023December 2025Allow3010YesNo
18211983CRYPTOGRAPHIC KEY HIERARCHYJune 2023September 2025Allow2710YesNo
18210867VEHICLE KEY PROGRAMMING SYSTEM AND METHODJune 2023November 2024Allow1710NoNo
183354093D Printer and Inventory Control and Distribution System for 3D DesignsJune 2023August 2024Allow1400YesNo
18331114MULTI-CHIP SECURE AND PROGRAMMABLE SYSTEMS AND METHODSJune 2023June 2025Allow2500NoNo
18205968AUTHENTICATION SYSTEMJune 2023May 2025Allow2410YesNo
18325242SOFTWARE UPDATE PROTECTION SYSTEMMay 2023April 2025Allow2200YesNo
18200896OPERATIONS AND MAINTENANCE TECHNIQUES SUBSYSTEM FOR SECURE CLASSIFIED REMOTE ACCESS AS A SERVICEMay 2023April 2024Allow1100YesNo
18201136OUT-OF-BAND MANAGEMENT CONTINUOUS MONITORING FOR SECURE CLASSIFIED REMOTE ACCESS AS A SERVICEMay 2023October 2024Allow1710NoNo
18143861WIRELESS SYSTEM UTILIZING GENERIC WIRELESS DEVICES IN A CONTROLLED ENVIRONMENTMay 2023June 2024Allow1400YesNo
18142529METHOD AND APPARATUS TO DYNAMICALLY CONTROL FACIAL ILLUMINATIONMay 2023June 2024Allow1400YesNo
18139264UNIFIED KEY MANAGEMENTApril 2023June 2025Allow2600NoNo
18301940SYSTEMS AND METHODS FOR DYNAMIC QUEUE CONTROL USING MACHINE LEARNING TECHNIQUESApril 2023March 2024Allow1100YesNo
18299894SYSTEMS AND METHODS FOR SELECTIVELY SENDING ENCRYPTION KEYSApril 2023August 2024Allow1610YesNo
18133775UEFI VARIABLE STORAGE SYSTEMApril 2023April 2025Allow2400NoNo
18129305STORAGE INLINE ENCRYPTION CIRCUITMarch 2023October 2025Allow3110NoNo
18191492METHOD FOR BLOCKING EXTERNAL BOOT DEVICE, NON-TRANSIENT COMPUTER READABLE STORAGE MEDIUM, AND COMPUTERMarch 2023March 2025Allow2300NoNo
18127081METHOD AND APPARATUS FOR PROVIDING A HIGH SECURITY MODE IN A NETWORKMarch 2023April 2024Allow1200YesNo
18178349SECURELY ROTATING A SERVER CERTIFICATEMarch 2023July 2024Allow1610YesNo
18113392DISTRIBUTED NETWORK NODES DEFINING A DATABASE ACCESS GATEWAYFebruary 2023July 2024Allow1710YesNo
18111774RESOURCE TRANSFER SETUP AND VERIFICATIONFebruary 2023December 2023Allow1000YesNo
18147510FAST KEY ID SWITCHING VIA EXTENDED PAGING FOR CRYPTOGRAPHIC INTRA-PROCESS ISOLATIONDecember 2022March 2025Allow2700YesNo
18089083ATTACK PREVENTION IN INTERNET OF THINGS NETWORKSDecember 2022December 2023Allow1200YesNo
18066955ENCRYPTION SYSTEM AND METHODDecember 2022April 2025Allow2810YesNo
18063914UPDATING A MACHINE LEARNING FRAUD MODEL BASED ON THIRD PARTY TRANSACTION INFORMATIONDecember 2022December 2023Allow1200YesNo
18075794PROTOCOLS FOR DECENTRALIZED NETWORKSDecember 2022January 2025Allow2510NoNo
17986103IDENTIFYING FRAUDULENT REQUESTS FOR CONTENTNovember 2022November 2024Allow2400YesNo
17972560METHODS AND SYSTEMS FOR PROVIDING VIRTUAL DESKTOP INFRASTRUCTURE VIA SECURE CLASSIFIED REMOTE ACCESS AS A SERVICEOctober 2022February 2025Allow2820NoNo
17971461METHODS AND APPARATUS TO ENCRYPT MEDIA FOR IDENTIFICATIONOctober 2022October 2024Allow2400YesNo
17961693INTEGRATED CIRCUITOctober 2022July 2025Allow3310NoNo
17961312DYNAMIC COMMAND EXTENSION FOR A MEMORY SUB-SYSTEMOctober 2022September 2023Allow1100YesNo
17949359Method, System, and Computer Program Product for Preventing Transmission of Malicious DataSeptember 2022September 2023Allow1200YesNo
17823299INFORMATION PROCESSING DEVICE AND COMPUTER PROGRAM PRODUCTAugust 2022August 2024Allow2400YesNo
17884068Virtual private network (VPN)-as-a-service with delivery optimizations while maintaining end-to-end data securityAugust 2022December 2024Abandon2920YesNo
17816249METHOD OF OPERATING STORAGE DEVICE AND METHOD OF OPERATING STORAGE SYSTEM USING THE SAMEJuly 2022March 2024Allow2000YesNo
17874962SYSTEM AND METHOD FOR EFFICIENTLY OBTAINING INFORMATION STORED IN AN ADDRESS SPACEJuly 2022January 2024Allow1810NoNo
17872327ADAPTIVE ATTACK RESISTANT DISTRIBUTED SYMMETRIC ENCRYPTIONJuly 2022September 2023Allow1400YesNo
17868828SANDBOX BASED TESTING AND UPDATING OF MONEY LAUNDERING DETECTION PLATFORMJuly 2022September 2023Allow1410NoNo
17859271ELECTRONIC MESSAGING EXCHANGEJuly 2022July 2023Allow1300YesNo
17855940METHOD FOR AUTOMATIC SIGNATURES GENERATION FROM A PLURALITY OF SOURCESJuly 2022May 2025Allow3410NoNo
17854911LOW LATENCY POST-QUANTUM SIGNATURE VERIFICATION FOR FAST SECURE-BOOTJune 2022June 2024Allow2420YesNo
17809425OPEN SOURCE VULNERABILITY PREDICTION WITH MACHINE LEARNING ENSEMBLEJune 2022October 2023Allow1510YesNo
17808830COMMUNICATION METHOD AND RELATED COMMUNICATION APPARATUS AND STORAGE MEDIUMJune 2022March 2025Allow3200NoNo
17833056METHOD AND SYSTEM FOR DIGITAL HEALTH DATA ENCRYPTIONJune 2022August 2023Allow1400YesNo
17804083SYSTEM AND METHOD FOR INCREMENTAL ENCRYPTIONMay 2022June 2024Allow2410YesNo
17751394APPARATUS AND METHODS FOR CONTENT DELIVERY AND MESSAGE EXCHANGE ACROSS MULTIPLE CONTENT DELIVERY NETWORKSMay 2022April 2024Allow2311YesNo
17746345MANAGEMENT OF ROOT KEY FOR SEMICONDUCTOR PRODUCTMay 2022September 2024Allow2820YesNo
17745790ENCRYPTION OF MANAGEMENT FRAMES FOR SECURING LONG TRAINING FIELD SEQUENCE GENERATION AND SCHEME FOR TRANSMITTING SOUNDING SIGNAL INDICATIONSMay 2022June 2023Allow1300NoNo
17737060COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING APPARATUS, AND SYSTEMMay 2022September 2024Allow2810NoNo
17729468BIOMETRIC REGISTRATION AND VERIFICATION DEVICE FOR AIRCRAFT SERVICE AND MAINTENANCEApril 2022December 2024Allow3210YesNo
17715284IDENTIFYING AND USING DNS CONTEXTUAL FLOWSApril 2022November 2022Allow710YesNo
17710632EXPLOIT PREDICTIVE INTRUSION PROTECTION SYSTEM (EP-IPS) FOR DATA PACKET TRAFFIC ON DATA COMMUNICATION NETWORKSMarch 2022April 2025Allow3620NoNo
17701793SYSTEM AND METHOD FOR GENERATING AND MONITORING DYNAMIC IDENTIFIERS FOR DATA PROCESSING SECURITYMarch 2022April 2024Allow2400NoNo
17655864SYSTEM, A SERVER AND A METHOD FOR SECURELY STORING AND PROCESSING RAW DATA FROM A PLURALITY OF DIFFERENT DATA SOURCESMarch 2022January 2024Allow2200NoNo
17696081IDENTIFYING AND USING DNS CONTEXTUAL FLOWSMarch 2022June 2023Allow1500YesNo
17692440INTEGRATION OF A BLOCK CHAIN, MANAGING GROUP AUTHORITY AND ACCESS IN AN ENTERPRISE ENVIRONMENTMarch 2022June 2023Allow1500NoNo
17692930PAGING SUPPORT FOR ENCRYPTED GPU BUFFERSMarch 2022November 2025Allow4410YesNo
17654017Authentication System, and ProgramMarch 2022March 2025Allow3730NoNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
2
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
7.5%
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
16
Allowed After Appeal Filing
8
(50.0%)
Not Allowed After Appeal Filing
8
(50.0%)
Filing Benefit Percentile
79.1%
Higher 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, 50.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Strategic Recommendations

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

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner ABEDIN, SHANTO - Prosecution Strategy Guide

Executive Summary

Examiner ABEDIN, SHANTO works in Art Unit 2494 and has examined 336 patent applications in our dataset. With an allowance rate of 94.3%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 28 months.

Allowance Patterns

Examiner ABEDIN, SHANTO's allowance rate of 94.3% 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 ABEDIN, SHANTO receive 1.55 office actions before reaching final disposition. This places the examiner in the 29% 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 ABEDIN, SHANTO is 28 months. This places the examiner in the 68% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +14.5% benefit to allowance rate for applications examined by ABEDIN, SHANTO. This interview benefit is in the 53% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 37.1% of applications are subsequently allowed. This success rate is in the 84% 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 33.0% of cases where such amendments are filed. This entry rate is in the 48% 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, 111.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 79% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 87.5% of appeals filed. This is in the 81% percentile among all examiners. Of these withdrawals, 71.4% 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, 15.7% are granted (fully or in part). This grant rate is in the 9% 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 3.0% of allowed cases (in the 79% 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 0.6% of allowed cases (in the 57% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).

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.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • 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.
  • 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.