diff --git a/Project.toml b/Project.toml
index 4c9504d6a..9c96cc751 100644
--- a/Project.toml
+++ b/Project.toml
@@ -36,7 +36,7 @@ TreeViews = "a2a6695c-b41b-5b7d-aed9-dbfdeacea5d7"
 ArrayInterfaceCore = "0.1.1"
 ConstructionBase = "1.1, 1.2"
 DataStructures = "0.18"
-DiffRules = "0.1, 1.0"
+DiffRules = "1.4"
 Distributions = "0.23, 0.24, 0.25"
 DocStringExtensions = "0.7, 0.8, 0.9"
 DomainSets = "0.5"
diff --git a/src/diff.jl b/src/diff.jl
index 54c187c92..5787f380c 100644
--- a/src/diff.jl
+++ b/src/diff.jl
@@ -138,12 +138,12 @@ end
 $(SIGNATURES)
 
 TODO
-    
+
 # Examples
 ```jldoctest
 
-julia> @variables x y z k; 
-    
+julia> @variables x y z k;
+
 julia> f=k*(abs(x-y)/y-z)^2
 k*((abs(x - y) / y - z)^2)
 
@@ -152,7 +152,7 @@ julia> Dx=Differential(x) # Differentiate wrt x
 
 julia> dfx=expand_derivatives(Dx(f))
 (k*((2abs(x - y)) / y - 2z)*IfElse.ifelse(signbit(x - y), -1, 1)) / y
-```    
+```
 """
 function expand_derivatives(O::Symbolic, simplify=false; occurances=nothing)
     if istree(O) && isa(operation(O), Differential)
@@ -326,7 +326,7 @@ derivative(f, args, v) = NoDeriv()
 
 # Pre-defined derivatives
 import DiffRules
-for (modu, fun, arity) ∈ DiffRules.diffrules()
+for (modu, fun, arity) ∈ DiffRules.diffrules(; filter_modules=(:Base, :SpecialFunctions, :NaNMath))
     fun in [:*, :+, :abs, :mod, :rem, :max, :min] && continue # special
     for i ∈ 1:arity