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Earnings Per Share and Restricted Stock (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 9 Months Ended
Feb. 24, 2019
Sep. 30, 2023
Sep. 30, 2022
Sep. 30, 2023
Sep. 30, 2022
Mar. 08, 2019
Mar. 20, 2018
Earnings Per Share [Abstract]              
Weighted average shares of common stock outstanding, basic (in shares)   8,517,917 8,587,826 8,518,006 8,658,972    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Weighted average shares of common stock outstanding, basic (in shares)   8,517,917 8,587,826 8,518,006 8,658,972    
Dilutive effect of unvested shares (in shares)   33,628 0 26,726 0    
Weighted average shares outstanding, diluted (in shares)   8,551,545 8,587,826 8,544,732 8,658,972    
Basic earnings (in dollars per share)   $ 1.06 $ 1.20 $ 3.24 $ 2.95    
Diluted earnings (in dollars per share)   $ 1.06 $ 1.20 $ 3.23 $ 2.95    
2009 Restricted Stock Plan, Number of shares authorized, but not issued (in shares)           174,055  
Restricted Stock              
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Compensation expense   $ 265 $ 116 $ 1,000 $ 474    
ACNB Corporation 2009 Restricted Stock Plan              
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
2009 Restricted Stock Plan, expiration period 10 years            
ACNB Corporation 2018 Omnibus Stock Incentive Plan              
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Aggregate shares of common stock under new stock incentive plan (in shares)             400,000
ACNB Corporation 2018 Omnibus Stock Incentive Plan | Restricted Stock              
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Non-vested number of shares (in shares)   33,100   33,100      
Shares issued under plan (in shares)   100,746   100,746