CICI: IPAAI: XAI-Driven Data Forensics for Nuclear Edge LLMs: Provenance, Detection, and Recovery
Lehigh University (Bethlehem, Pennsylvania): IPAAI: XAI-Driven Data Forensics for Nuclear Edge LLMs: Provenance, Detection, and Recovery. Its award of $899,868 is above the median of $398,990 (86th percentile). Dated 57 days ago, it serves as a historical benchmark. Score 55/100. As of 2026-11-03, from U.S. National Science Foundation Awards API.
Data as of · Compiled by Zalwin from U.S. National Science Foundation Awards API
award: $899,868 · 86th percentile of 2,990 NsfAwardPulse records · 2.3x the median
Free preview: all 10 published fields of this record are shown below. Locked: 129 related PA NsfAwardPulse records and the 5-column CSV export.
| Field | Value |
|---|---|
| Institution | Lehigh University |
| Location | BETHLEHEM, PA |
| Project | CICI: IPAAI: XAI-Driven Data Forensics for Nuclear Edge LLMs: Provenance, Detection, and Recovery |
| Award amount | $899,868 |
| Obligated so far | $899,868 |
| Awarded | 2026-09-09 |
| Period | 2026-11-01 to 2029-10-31 |
| Program | Cybersecurity Innovation |
| Directorate / division | CSE / OAC |
| Award ID | 2641406 |
| award percentile | 86th of 2,990 (median $398,990, 2.3x median) |
| Peer records CSV (130 PA records) | 🔒 Click to unlock → |
| CRM-ready export with official source URLs | 🔒 Click to unlock → |
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CSV columns: Institution · State · Project · Award · Awarded · official source URL
- Source agency: U.S. National Science Foundation Awards API
- Record date: 2026-09-09
- Data refreshed: 2026-11-03
- Refunds on request within 14 days
Top NsfAwardPulse records (PA first): Carnegie Mellon University · Pennsylvania State Univ University Park · University of Pittsburgh · Pennsylvania State Univ University Park · Carnegie Mellon University · Browse all by state and category →
LIVE PUBLIC DATA Source: U.S. National Science Foundation Awards API · Last refreshed: Tue, 03 Nov 2026 18:10:42 GMT
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Peer benchmark and outreach value: Lehigh University and 130 Pennsylvania peers
- Pennsylvania NsfAwardPulse records like this one: 130
- Lehigh University's award: 86th percentile of 2,990 records
- Timing: Low: older than 30 days
- Estimated pipeline if you contact every Pennsylvania peer: $26,000 (peers × rate × deal size; an estimate from your assumptions, not a forecast)
55 / 100 Budget Signal Score
- Award of $300K or more.
- Equipment- and compute-heavy field.
What is the NsfAwardPulse record for Lehigh University in Bethlehem, Pennsylvania?
Lehigh University received an NSF award of $899,868 on 2026-09-09: CICI: IPAAI: XAI-Driven Data Forensics for Nuclear Edge LLMs: Provenance, Detection, and Recovery.
How does Lehigh University compare to other Pennsylvania NsfAwardPulse records?
Its award of $899,868 sits in the upper half (86th percentile) of 2,990 records; the median is $398,990. It is 57 days old; check the official source for later updates before acting.
Lehigh University vs. top 3 peers
| Organization | Location | Amount | Percentile | Record date |
|---|---|---|---|---|
| Lehigh University | BETHLEHEM, PA | 899,868 | 86th | 2026-09-09 |
| Carnegie Mellon University | PITTSBURGH, PA | 950,000 | 87th | 2026-09-01 |
| University of Pennsylvania | PHILADELPHIA, PA | 1,000,000 | 89th | 2026-07-28 |
| Drexel University | PHILADELPHIA, PA | 700,000 | 80th | 2026-08-31 |
Related records
- Pennsylvania State Univ University Park
- Pennsylvania State Univ University Park
- Pennsylvania State Univ University Park
- Pennsylvania State Univ University Park
- University of Pennsylvania
- Carnegie Mellon University
- University of Pennsylvania
- Pennsylvania State Univ University Park
- Carnegie Mellon University
- Drexel University
- Carnegie Mellon University
- Villanova University
NsfAwardPulse: records in Pennsylvania NsfAwardPulse: Computer & information science (CISE)
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Award data comes from the NSF Awards API and may be amended by NSF. Institution-level only; investigator contact details are not included. Informational only.