USPTO Art Unit 2432 Prosecution Statistics

Art Unit Information

Art Unit: 2432
Group: 2430
Tech Center: 2400
Total Cases: 6,502
Last Active: December 2024

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19003927USER CALIBRATION OF A MACHINE LEARNING MODEL TO RECOGNIZE NEURAL ACTIVITIES, AND APPLICATIONS THEREOFDecember 2024May 2025Allow510YesNo
19000677SYSTEMS AND METHODS FOR EXECUTING AN ANALYTICAL OPERATION ACROSS A PLURALITY OF COMPUTER PROCESSESDecember 2024March 2025Allow200YesNo
18907977METHODS FOR VERIFYING DATABASE QUERY RESULTS AND DEVICES THEREOFOctober 2024December 2024Allow210YesNo
18887722ARCHITECTURE OF A MULTI-CLOUD INSPECTOR FOR ANY COMPUTE TYPESeptember 2024March 2025Allow610YesNo
18885799System and Method for Efficient Malicious Code Detection and Malicious Open-Source Software Package Detection Using Large Language ModelsSeptember 2024January 2025Allow401YesNo
18885585DYNAMIC ENFORCEMENT OF MANAGEMENT RULES ASSOCIATED WITH ARTIFICIAL INTELLIGENCE PIPELINE OBJECT SELECTIONSSeptember 2024December 2024Allow300NoNo
18795244Detecting Security Vulnerabilities Associated with Transient Radio Frequency DevicesAugust 2024January 2025Allow610NoNo
18793122SYSTEMS AND METHODS FOR GENERATING ACCOUNT PERMISSIONS BASED ON APPLICATION PROGRAMMING INTERFACE INTERACTIONSAugust 2024May 2025Allow1020YesNo
18792444Generative AI Model Protection using SidecarsAugust 2024December 2024Allow410YesNo
18760945METHOD AND SYSTEM OF PROVIDING ACCESS TO DOCUMENTS STORED IN PERSONAL STORAGE MEDIUMSJuly 2024February 2025Allow700YesNo
18757198INTELLIGENT AI RISK MANAGEMENT FRAMEWORKJune 2024December 2024Allow501YesNo
18743399ITEM TRACKING WITH A WIRELESS COMMUNICATION SYSTEM BASED ON A FIFTH GENERATION IDENTIFIER (5GID) AND A GLOBAL TRACKING ITEM NUMBER (GTIN)June 2024June 2025Allow1200YesNo
18678673CONTROLLED ENVIRONMENT SECURE MEDIA STREAMING SYSTEMMay 2024June 2025Abandon1310NoNo
18672460ASYNCHRONOUS SUPERVISION FOR SOVEREIGN CLOUD PLATFORMSMay 2024March 2025Allow1010NoNo
18673183UPSTREAM APPROACH FOR SECURE CRYPTOGRAPHY KEY DISTRIBUTION AND MANAGEMENT FOR MULTI-SITE DATA CENTERSMay 2024October 2024Allow500NoNo
18670285RADIO ACCESS NODES AND TERMINAL DEVICES IN A COMMUNICATION NETWORKMay 2024September 2024Allow400NoNo
18669379Generative Artificial Intelligence Model Output ObfuscationMay 2024August 2024Allow300YesNo
18668741SYSTEMS AND METHODS FOR IDENTITY VERIFICATION AND AUTHENTICATIONMay 2024February 2025Allow910NoNo
18667367NETWORK SYSTEM, DEVICE, AND PROCESSING METHODMay 2024April 2025Allow1110NoNo
18657011TRACTION POWER SIMULATIONMay 2024April 2025Abandon1110NoNo
18645395Context-Based Risk Assessment for an Identity Verification SystemApril 2024February 2025Allow900YesNo
18639267SYSTEM AND METHOD FOR IMPLEMENTING DATA SOVEREIGNTY SAFEGUARDS IN A DISTRIBUTED SERVICES NETWORK ARCHITECTUREApril 2024February 2025Allow1010YesNo
18636918SYSTEMS AND METHODS FOR PRIVACY-PRESERVING INVENTORY MATCHING WITH SECURITY AGAINST MALICIOUS ADVERSARIESApril 2024December 2024Allow810NoNo
18631768LOAD BALANCING NETWORK FOR DYNAMICALLY ADAPTING AND COMMUNICATING DATAApril 2024July 2024Allow300YesNo
18630298SECURE MEDIA STREAMING COMMUNICATION VIA USER DATAGRAM PROTOCOLApril 2024February 2025Allow1010NoNo
18626083SYSTEMS AND METHODS FOR ADDRESSING SECURITY-RELATED VULNERABILITIES ARISING IN RELATION TO OFF-BLOCKCHAIN CHANNELS IN THE EVENT OF FAILURES IN A NETWORKApril 2024October 2024Allow700YesNo
18624818SYSTEMS AND METHODS FOR PROVIDING SECURITY SERVICES DURING POWER MANAGEMENT MODEApril 2024January 2025Allow1000YesNo
18622167ADVERSARIAL SCRIPT GENERATION USING ARTIFICIAL INTELLIGENCE MODELSMarch 2024September 2024Allow610YesNo
18618519ARTIFICIAL INTELLIGENCE BASED INTEGRATION FRAMEWORKSMarch 2024May 2025Allow1320NoNo
18602158FIRST FACTOR CONTACTLESS CARD AUTHENTICATION SYSTEM AND METHODMarch 2024September 2024Allow700YesNo
18601747QUANTUM KEY DISTRIBUTION FOR SECURE AND PRIVATE TRANSACTIONSMarch 2024February 2025Allow1110YesNo
18600516BIT-LEVEL DATA EXTRACTION AND THREAT DETECTIONMarch 2024March 2025Allow1210YesNo
18689281ELECTRONIC DEVICE, TRUSTED APPLICATION CALLING METHOD AND APPARATUS, DEVICE, AND MEDIUMMarch 2024November 2024Allow800YesNo
18594483DELEGATED DOCUMENT SENDING AND MANAGEMENTMarch 2024February 2025Allow1110YesNo
18595071HEARING DEVICE SYSTEM, DEVICES AND METHOD OF CREATING A TRUSTED BOND BETWEEN A HEARING DEVICE AND A USER APPLICATIONMarch 2024January 2025Allow1010NoNo
18593139HIPAA COMPLIANT DISTRIBUTED DATAMarch 2024November 2024Allow810YesNo
18584989THREAT MITIGATION SYSTEM AND METHODFebruary 2024February 2025Allow1220YesNo
18582388PERMISSION-BASED CONTROL OF INTERFACING COMPONENTS WITH A MEDICAL DEVICEFebruary 2024December 2024Allow1010NoNo
18441918Machine Learning Model Adversarial Attack MonitoringFebruary 2024May 2024Allow300YesNo
18441057SYSTEMS AND METHODS FOR PROVENANCE VERIFICATION OF USER-CAPTURED LIVE EVENT VIDEOFebruary 2024June 2025Allow1600NoNo
18435536SYSTEMS AND METHODS TO MAINTAIN USER PRIVACY WHILE PROVIDING RECOMMENDATIONSFebruary 2024February 2025Allow1210YesNo
18433683Embedded Universal Integrated Circuit Card Supporting Two-Factor AuthenticationFebruary 2024February 2025Allow1210NoNo
18431016Malware Deterrence Using Computer Environment IndicatorsFebruary 2024June 2025Allow1700YesNo
18427582APPARATUS AND METHOD FOR PERSISTENT DIGITAL RIGHTS MANAGEMENTJanuary 2024September 2024Allow810NoNo
18416534Embedded Universal Integrated Circuit Card Supporting Two-Factor AuthenticationJanuary 2024December 2024Allow1010NoNo
18416869DATA ANOMALY DETECTIONJanuary 2024February 2025Abandon1310NoNo
18414994CLUSTERING AND CLUSTER TRACKING OF CATEGORICAL DATAJanuary 2024May 2025Allow1610YesNo
18412798SHARING ACCESS TO DATAJanuary 2024December 2024Allow1120YesNo
18412806DETECTION OF VIDEO TAMPERINGJanuary 2024December 2024Allow1110YesNo
18412189Quantification of Security Events Using Behavioral, Analytical, and Threat Intelligence AttributesJanuary 2024May 2025Allow1600YesNo
18402267PROVIDING SECURITY IN AN INTELLIGENT ELECTRONIC DEVICEJanuary 2024October 2024Allow900YesNo
18397451FRAMEWORK FOR STORAGE AND VERIFICATION OF ACADEMIC CREDENTIALS ON BLOCKCHAIN TECHNOLOGYDecember 2023April 2025Allow1520YesNo
18395825IDENTIFYING AND CONSENTING TO PERMISSIONS FOR WORKFLOW AND CODE EXECUTIONDecember 2023November 2024Allow1010YesNo
18396086CONTENT AUTHENTICATION AND VALIDATION VIA MULTI-FACTOR DIGITAL TOKENS, SYSTEMS, AND METHODSDecember 2023February 2025Allow1430NoNo
18393259ATTACK DETECTION IN ROUND-TRIP TIMING ESTIMATIONDecember 2023June 2025Allow1800NoNo
18391198Determining a Location of Motion Detected from Wireless SignalsDecember 2023February 2025Allow1410YesNo
18544319ADAPTIVE LEAKAGE IMPACT REGION DETECTION AND MODELING FOR COUNTERFEIT CHIPS DETECTIONDecember 2023April 2025Allow1600YesNo
18541245DYNAMIC APPLICATION PROGRAMMING INTERFACE (API) CONTRACT GENERATION AND CONVERSION THROUGH MICROSERVICE SIDECARSDecember 2023November 2024Allow1110NoNo
18539956SECURE PAIRING OF DEVICESDecember 2023February 2025Allow1420NoNo
18538611DEVICE AND METHOD FOR DATA PROCESSINGDecember 2023March 2025Allow1510YesNo
18538478Methods Of Operating A System For Management Of Implantable Medical Devices (IMDS) Using Reconciliation Operations And Revocation DataDecember 2023October 2024Allow1010NoNo
18537156MANUFACTURER USAGE DESCRIPTION (MUD) EXTENSIONS FOR SECURE ACCESS SERVICE EDGE (SASE) SERVICESDecember 2023September 2024Allow910YesNo
18537543LEVERAGING STANDARD PROTOCOLS TO INTERFACE UNMODIFIED APPLICATIONS AND SERVICESDecember 2023December 2024Allow1210NoNo
18529621System and Method for Ransomware Early Detection Using a Security Appliance As Default Gateway With Point-To-Point Links Between EndpointsDecember 2023April 2024Allow410NoNo
18529766SYSTEMS AND METHODS FOR AUTOMATED NOTIFICATION AND RESOLUTION OF TRIGGER EVENTSDecember 2023October 2024Allow1120NoNo
18527580METHODS FOR VERIFYING VECTOR DATABASE QUERY RESULTS AND DEVICES THEREOFDecember 2023January 2024Allow200YesNo
18525832SYSTEMS AND METHODS FOR A CONNECTED COMPUTING RESOURCE AND EVENT/ACTIVITY IDENTIFICATION INFORMATION INFRASTRUCTURE USING NEAR EXISTENTIAL OR EXISTENTIAL BIOMETRIC IDENTIFICATION OF HUMANSNovember 2023November 2024Allow1210NoNo
18525185PRIVACY PRESERVING USER GROUP EXPANSIONNovember 2023September 2024Allow1010NoNo
18522507METHODS AND APPARATUS TO COLLECT DISTRIBUTED USER INFORMATION FOR MEDIA IMPRESSIONS AND SEARCH TERMSNovember 2023February 2025Allow1420NoNo
18515939POST-COMPLETION ACTION MANAGEMENT IN ONLINE DOCUMENT SYSTEMNovember 2023November 2024Allow1210YesNo
18512381COMPUTER SYSTEM AND DEVICE FOR CONTROLLING USE OF SECURE MEDIA RECORDINGSNovember 2023December 2024Allow1310NoNo
18512914USER CONSENT FRAMEWORKNovember 2023February 2025Allow1510YesNo
18512061AUTHENTICATION METHOD AND SYSTEMNovember 2023August 2024Allow900NoNo
18509953COMMUNICATION SYSTEM AND CONTROL DEVICENovember 2023August 2024Allow910NoNo
18389417AUTOMATIC ENCRYPTION FOR CLOUD-NATIVE WORKLOADSNovember 2023September 2024Allow1010YesNo
18508743UPSTREAM APPROACH FOR SECURE CRYPTOGRAPHY KEY DISTNovember 2023September 2024Allow1000NoNo
18388763PRIVACY PRESERVING CUSTOM EMBEDDINGSNovember 2023June 2025Allow1900YesNo
18388418METHOD FOR POOLING IN A PROOF-OF-SPACE-BASED BLOCKCHAIN VIA SINGLETONSNovember 2023September 2024Allow1000YesNo
18505005Scanning and Detecting Threats in Machine Learning ModelsNovember 2023February 2024Allow310NoNo
18503537SYSTEMS AND METHODS FOR MULTI-EVENT CORRELATIONNovember 2023October 2024Allow1210YesNo
18387414SECURE DIGITAL ASSET LEASING SYSTEMNovember 2023February 2025Abandon1630YesNo
18386807Security Context Handling in 5G During Idle ModeNovember 2023January 2025Allow1510NoNo
18383723QUANTUM KEY DELIVERY SYSTEM, QUANTUM KEY DELIVERY METHOD, AND STORAGE MEDIUMOctober 2023June 2025Allow2000NoNo
18489498INFORMATION PROCESSING SYSTEM EXECUTING ENCRYPTION PROCESSING AND DECRYPTION PROCESSING AND STORAGE MEDIUMOctober 2023August 2024Allow1010NoNo
18379699SELECTIVE MALWARE SCANNING OF FILES ON VIRTUALIZED SNAPSHOTSOctober 2023May 2025Allow2000YesNo
18485049Program Execution Anomaly Detection for CyberSecurityOctober 2023March 2024Allow610YesNo
18485137Security Context Obtaining Method and Apparatus, and Communications SystemOctober 2023August 2024Allow1010NoNo
18483233SYSTEMS AND METHODS FOR DETECTING RESOURCES RESPONSIBLE FOR EVENTSOctober 2023September 2024Allow1110YesNo
18377768RAPID MALWARE SCANNING USING VALIDATED REPUTATION CACHEOctober 2023May 2025Allow1900NoNo
18482073PRIVACY POLICY RATING SYSTEMOctober 2023February 2025Allow1720YesNo
18480656SECURE DATA COMPARISON USING DATA CLEAN ROOMSOctober 2023February 2025Allow1710YesNo
18376331SYSTEMS AND METHODS FOR PROVIDING SECURITY SERVICES DURING POWER MANAGEMENT MODEOctober 2023November 2023Allow100YesNo
18375833COLLABORATIVE COMPUTING AND ELECTRONIC RECORDSOctober 2023August 2024Allow1110YesNo
18478419Mutual Secure CommunicationsSeptember 2023October 2024Allow1310NoNo
18477179ARCHITECTURE OF A MULTI-CLOUD INSPECTOR FOR ANY COMPUTE TYPESeptember 2023January 2024Allow410YesNo
18472391WELL PLANNING SYSTEMSeptember 2023February 2025Allow1720NoNo
18371397System And Apparatus For Providing Authenticable Electronic CommunicationSeptember 2023July 2024Allow1010YesNo
18368734WATERMARKING METHOD FOR SMART CONTRACTSeptember 2023April 2025Allow1900NoNo
18467488SYSTEM AND METHOD FOR PREVENTION OF ELECTRONIC CONTENT CAPTURE USING AN EMBEDDED KEY SERVER MODULESeptember 2023June 2025Allow2100YesNo
18367720COLLABORATIVE VERIFIED USER PLATFORM USING DISTRIBUTED LEDGER TECHNOLOGYSeptember 2023May 2025Allow2000YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2432.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
180
Examiner Affirmed
135
(75.0%)
Examiner Reversed
45
(25.0%)
Reversal Percentile
14.7%
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 in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
553
Allowed After Appeal Filing
156
(28.2%)
Not Allowed After Appeal Filing
397
(71.8%)
Filing Benefit Percentile
25.2%
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, 28.2% 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.

Art Unit 2432 - Prosecution Statistics Summary

Executive Summary

Art Unit 2432 is part of Group 2430 in Technology Center 2400. This art unit has examined 6,502 patent applications in our dataset, with an overall allowance rate of 78.1%. Applications typically reach final disposition in approximately 33 months.

Comparative Analysis

Art Unit 2432's allowance rate of 78.1% places it in the 51% percentile among all USPTO art units. This art unit has an above-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2432 receive an average of 2.07 office actions before reaching final disposition (in the 71% percentile). The median prosecution time is 33 months (in the 29% percentile).

Strategic Considerations

When prosecuting applications in this art unit, consider the following:

  • The art unit's allowance rate suggests a more favorable examination environment compared to the USPTO average.
  • With more office actions than average, plan for relatively streamlined prosecution.
  • The median prosecution time is longer than average and should be factored into your continuation and client communication strategies.
  • Review individual examiner statistics within this art unit to identify examiners with particularly favorable or challenging prosecution patterns.

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.