diff --git a/scapy/arch/common.py b/scapy/arch/common.py
index 697b759db1e..2935e4280ba 100644
--- a/scapy/arch/common.py
+++ b/scapy/arch/common.py
@@ -79,8 +79,9 @@ def compile_filter(filter_exp,  # type: str
         from scapy.libs.winpcapy import (
             PCAP_ERRBUF_SIZE,
             pcap_open_live,
+            pcap_open_dead,
             pcap_compile,
-            pcap_compile_nopcap,
+            pcap_geterr,
             pcap_close
         )
     except OSError:
@@ -109,9 +110,9 @@ def compile_filter(filter_exp,  # type: str
         # Some conversion aliases (e.g. linktype_to_dlt in libpcap)
         if linktype == DLT_RAW_ALT:
             linktype = DLT_RAW
-        ret = pcap_compile_nopcap(
-            MTU, linktype, ctypes.byref(bpf), bpf_filter, 1, -1
-        )
+        # Use a "dead" capture handle (no interface / no root required) so that,
+        # on failure, the libpcap error message can be retrieved with pcap_geterr
+        pcap = pcap_open_dead(linktype, MTU)
     elif iface:
         err = create_string_buffer(PCAP_ERRBUF_SIZE)
         iface_b = create_string_buffer(network_name(iface).encode("utf8"))
@@ -121,14 +122,22 @@ def compile_filter(filter_exp,  # type: str
         error = decode_locale_str(bytearray(err).strip(b"\x00"))
         if error:
             raise OSError(error)
-        ret = pcap_compile(
-            pcap, ctypes.byref(bpf), bpf_filter, 1, -1
+    else:
+        raise Scapy_Exception("Please provide an interface or linktype!")
+    ret = pcap_compile(
+        pcap, ctypes.byref(bpf), bpf_filter, 1, -1
+    )
+    if ret == -1:
+        # Retrieve the underlying libpcap error message: it explains why the
+        # filter is invalid or incompatible with the link-layer type
+        errstr = decode_locale_str(
+            bytearray(pcap_geterr(pcap)).strip(b"\x00")
         )
         pcap_close(pcap)
-    if ret == -1:
         raise Scapy_Exception(
-            "Failed to compile filter expression %s (%s)" % (filter_exp, ret)
+            "Failed to compile filter expression %r (%s)" % (filter_exp, errstr)
         )
+    pcap_close(pcap)
     return bpf
 
 
diff --git a/test/regression.uts b/test/regression.uts
index 8f0592b486d..53dcad0d910 100644
--- a/test/regression.uts
+++ b/test/regression.uts
@@ -2478,6 +2478,19 @@ except Scapy_Exception:
 else:
     assert False
 
+= compile_filter() surfaces the libpcap error on an invalid filter, GH#4587
+~ libpcap
+from scapy.arch.common import compile_filter
+from scapy.data import DLT_EN10MB
+try:
+    compile_filter("not arpand not port 22", linktype=DLT_EN10MB)
+except Scapy_Exception as e:
+    # The message now includes the underlying libpcap reason instead of just a
+    # return code, e.g. a syntax error or a link-layer incompatibility:
+    assert "syntax error" in str(e).lower()
+else:
+    assert False
+
 = Check offline sniff with lfilter
 assert len(sniff(offline=[IP()/UDP(), IP()/TCP()], lfilter=lambda x: TCP in x)) == 1