diff --git a/_data/_EyePACS/EyePACS_any.yml b/_data/_EyePACS/EyePACS_any.yml
index 96ec1ef..e90b3aa 100644
--- a/_data/_EyePACS/EyePACS_any.yml
+++ b/_data/_EyePACS/EyePACS_any.yml
@@ -1,9 +1,9 @@
 - 
   name: Rethinking Benchmarks for Differentially Private Image Classification
   url: N/A
-  authors: Mokhtari, Kodeiri, Mohaptra, et al.
+  authors: Mokhtari, Kodeiri, Mohapatra, et al.
   code: N/A
-  venue: NeuralIPS, 2024 (Submitted)
+  venue: NeurIPS, 2024 (Submitted)
   venue_date: 2024-06-08
   claims:
     - public_data: LAION-2B
@@ -66,4 +66,4 @@
       epsilon: 8
       delta:  1e-05
       private_accuracy: 69.84% AUC
-      dp_accountant: Torch PRV
\ No newline at end of file
+      dp_accountant: Torch PRV